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@article{DBLP:journals/access/AlQuayedAH24,
author = {Fatima Al{-}Quayed and
Zulfiqar Ahmad and
Mamoona Humayun},
title = {A Situation Based Predictive Approach for Cybersecurity Intrusion
Detection and Prevention Using Machine Learning and Deep Learning
Algorithms in Wireless Sensor Networks of Industry 4.0},
journal = {{IEEE} Access},
volume = {12},
pages = {34800--34819},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3372187},
doi = {10.1109/ACCESS.2024.3372187},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AlQuayedAH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlshehriSAAA24,
author = {Mohammed S. Alshehri and
Oumaima Saidani and
Fatma S. Alrayes and
Saadullah Farooq Abbasi and
Jawad Ahmad},
title = {A Self-Attention-Based Deep Convolutional Neural Networks for IIoT
Networks Intrusion Detection},
journal = {{IEEE} Access},
volume = {12},
pages = {45762--45772},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3380816},
doi = {10.1109/ACCESS.2024.3380816},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AlshehriSAAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/CengizLDIK24,
author = {Korhan Cengiz and
Swati Lipsa and
Ranjan Kumar Dash and
Nikola Ivkovic and
Mario Konecki},
title = {A Novel Intrusion Detection System Based on Artificial Neural Network
and Genetic Algorithm With a New Dimensionality Reduction Technique
for {UAV} Communication},
journal = {{IEEE} Access},
volume = {12},
pages = {4925--4937},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3349469},
doi = {10.1109/ACCESS.2024.3349469},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/CengizLDIK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DaiLJH24,
author = {Wei Dai and
Xinhui Li and
Wenxin Ji and
Sicheng He},
title = {Network Intrusion Detection Method Based on CNN-BiLSTM-Attention Model},
journal = {{IEEE} Access},
volume = {12},
pages = {53099--53111},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3384528},
doi = {10.1109/ACCESS.2024.3384528},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DaiLJH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HeZZL24,
author = {Kan He and
Wei Zhang and
Xuejun Zong and
Lian Lian},
title = {Network Intrusion Detection Based on Feature Image and Deformable
Vision Transformer Classification},
journal = {{IEEE} Access},
volume = {12},
pages = {44335--44350},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3376434},
doi = {10.1109/ACCESS.2024.3376434},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HeZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuMLL24,
author = {Xuntao Hu and
Xiancai Meng and
Shaoqing Liu and
Lizhen Liang},
title = {An Improved Algorithm for Network Intrusion Detection Based on Deep
Residual Networks},
journal = {{IEEE} Access},
volume = {12},
pages = {66432--66441},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3398007},
doi = {10.1109/ACCESS.2024.3398007},
timestamp = {Sun, 19 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HuMLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JiangFW24,
author = {Tingyao Jiang and
Xiaobo Fu and
Min Wang},
title = {{BBO-CFAT:} Network Intrusion Detection Model Based on {BBO} Algorithm
and Hierarchical Transformer},
journal = {{IEEE} Access},
volume = {12},
pages = {54191--54201},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3386405},
doi = {10.1109/ACCESS.2024.3386405},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JiangFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RahmanKABIC24,
author = {Khaista Rahman and
Muhammad Asghar Khan and
Fatemeh Afghah and
Gordana Barb and
Nisreen Innab and
Tanveer Ahmed Cheema},
title = {An Efficient Authentication and Access Control Protocol for Securing
{UAV} Networks Against Anomaly-Based Intrusion},
journal = {{IEEE} Access},
volume = {12},
pages = {62750--62764},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3395494},
doi = {10.1109/ACCESS.2024.3395494},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RahmanKABIC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SadiaFHSMBK24,
author = {Halima Sadia and
Saima Farhan and
Yasin Ul Haq and
Rabia Sana and
Tariq Mahmood and
Saeed Ali Omer Bahaj and
Amjad Rehman Khan},
title = {Intrusion Detection System for Wireless Sensor Networks: {A} Machine
Learning Based Approach},
journal = {{IEEE} Access},
volume = {12},
pages = {52565--52582},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3380014},
doi = {10.1109/ACCESS.2024.3380014},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SadiaFHSMBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ThankappanRG24,
author = {Manesh Thankappan and
Helena Rif{\`{a}}{-}Pous and
Carles Garrigues},
title = {A Signature-Based Wireless Intrusion Detection System Framework for
Multi-Channel Man-in-the-Middle Attacks Against Protected Wi-Fi Networks},
journal = {{IEEE} Access},
volume = {12},
pages = {23096--23121},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3362803},
doi = {10.1109/ACCESS.2024.3362803},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ThankappanRG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TripathiSSV24,
author = {Gaurav Tripathi and
Vishal Krishna Singh and
Varun Sharma and
Majithia Vivek Vinodbhai},
title = {Weighted Feature Selection for Machine Learning Based Accurate Intrusion
Detection in Communication Networks},
journal = {{IEEE} Access},
volume = {12},
pages = {20973--20982},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3362794},
doi = {10.1109/ACCESS.2024.3362794},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/TripathiSSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adhoc/AliLY24,
author = {Saqib Ali and
Qianmu Li and
Abdullah Yousafzai},
title = {Blockchain and federated learning-based intrusion detection approaches
for edge-enabled industrial IoT networks: a survey},
journal = {Ad Hoc Networks},
volume = {152},
pages = {103320},
year = {2024},
url = {https://doi.org/10.1016/j.adhoc.2023.103320},
doi = {10.1016/J.ADHOC.2023.103320},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adhoc/AliLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/SarveshwaranPBGS24,
author = {Velliangiri Sarveshwaran and
Shanthini Pandiaraj and
Garikapati Bindu and
Vithya Ganesan and
Iwin Thanakumar Joseph Swamidason},
title = {Binarized Spiking Neural Network with blockchain based intrusion detection
framework for enhancing privacy and security in cloud computing environment},
journal = {Appl. Soft Comput.},
volume = {154},
pages = {111218},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111218},
doi = {10.1016/J.ASOC.2023.111218},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/SarveshwaranPBGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ShenCLSWY24,
author = {Shigen Shen and
Chenpeng Cai and
Zhenwei Li and
Yizhou Shen and
Guowen Wu and
Shui Yu},
title = {Deep Q-network-based heuristic intrusion detection against edge-based
SIoT zero-day attacks},
journal = {Appl. Soft Comput.},
volume = {150},
pages = {111080},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111080},
doi = {10.1016/J.ASOC.2023.111080},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ShenCLSWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cas/VenkataswamyMK24,
author = {Srinivas Byatarayanapura Venkataswamy and
Indrajit Mandal and
Seetharam Keshavarao},
title = {Virtual Machine Migration-Based Intrusion Detection System in Cloud
Environment Using Deep Recurrent Neural Network},
journal = {Cybern. Syst.},
volume = {55},
number = {2},
pages = {450--470},
year = {2024},
url = {https://doi.org/10.1080/01969722.2022.2122008},
doi = {10.1080/01969722.2022.2122008},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cas/VenkataswamyMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/KumarK24,
author = {Neeraj Kumar and
Upendra Kumar},
title = {Artificial intelligence for classification and regression tree based
feature selection method for network intrusion detection system in
various telecommunication technologies},
journal = {Comput. Intell.},
volume = {40},
number = {1},
year = {2024},
url = {https://doi.org/10.1111/coin.12500},
doi = {10.1111/COIN.12500},
timestamp = {Fri, 29 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/KumarK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/MohammedFF24,
author = {Ahmed Burhan Mohammed and
Lamia Chaari Fourati and
Ahmed Fakhrudeen},
title = {Comprehensive systematic review of intelligent approaches in UAV-based
intrusion detection, blockchain, and network security},
journal = {Comput. Networks},
volume = {239},
pages = {110140},
year = {2024},
url = {https://doi.org/10.1016/j.comnet.2023.110140},
doi = {10.1016/J.COMNET.2023.110140},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/MohammedFF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/IoannouNABKMV24,
author = {Iacovos Ioannou and
Prabagarane Nagaradjane and
Pelin Angin and
Palaniappan Balasubramanian and
Karthick Jeyagopal Kavitha and
Palani Murugan and
Vasos Vassiliou},
title = {{GEMLIDS-MIOT:} {A} Green Effective Machine Learning Intrusion Detection
System based on Federated Learning for Medical IoT network security
hardening},
journal = {Comput. Commun.},
volume = {218},
pages = {209--239},
year = {2024},
url = {https://doi.org/10.1016/j.comcom.2024.02.023},
doi = {10.1016/J.COMCOM.2024.02.023},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/IoannouNABKMV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/RoshanZH24,
author = {Khushnaseeb Roshan and
Aasim Zafar and
Shiekh Burhan Ul Haque},
title = {Untargeted white-box adversarial attack with heuristic defence methods
in real-time deep learning based network intrusion detection system},
journal = {Comput. Commun.},
volume = {218},
pages = {97--113},
year = {2024},
url = {https://doi.org/10.1016/j.comcom.2023.09.030},
doi = {10.1016/J.COMCOM.2023.09.030},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/RoshanZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/RekaKRS24,
author = {R. Reka and
R. Karthick and
R. Saravana Ram and
Gurkirpal Singh},
title = {Multi head self-attention gated graph convolutional network based
multi{\unicode{8209}}attack intrusion detection in {MANET}},
journal = {Comput. Secur.},
volume = {136},
pages = {103526},
year = {2024},
url = {https://doi.org/10.1016/j.cose.2023.103526},
doi = {10.1016/J.COSE.2023.103526},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/RekaKRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/YangWZW24,
author = {Zhongjun Yang and
Qi Wang and
Xuejun Zong and
Guogang Wang},
title = {Intrusion detection method based on improved social network search
algorithm},
journal = {Comput. Secur.},
volume = {140},
pages = {103781},
year = {2024},
url = {https://doi.org/10.1016/j.cose.2024.103781},
doi = {10.1016/J.COSE.2024.103781},
timestamp = {Fri, 24 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/YangWZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ChetouaneK24,
author = {Ameni Chetouane and
Kamel Karoui},
title = {Risk based intrusion detection system in software defined networking},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {9},
year = {2024},
url = {https://doi.org/10.1002/cpe.7988},
doi = {10.1002/CPE.7988},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/ChetouaneK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/KaurBR24,
author = {Prabhjot Kaur and
Shalini Batra and
Prashant Singh Rana},
title = {Border-hunting optimization for mobile agent-based intrusion detection
with deep convolutional neural network},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/cpe.7876},
doi = {10.1002/CPE.7876},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/KaurBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/VibhuteKKPGPS24,
author = {Amol D. Vibhute and
Minhaj Khan and
Anuradha Kanade and
Chandrashekhar H. Patil and
Sandeep V. Gaikwad and
Kanubhai K. Patel and
Jatinderkumar R. Saini},
title = {An LSTM-based novel near-real-time multiclass network intrusion detection
system for complex cloud environments},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {11},
year = {2024},
url = {https://doi.org/10.1002/cpe.8024},
doi = {10.1002/CPE.8024},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/VibhuteKKPGPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eait/ShankarHCCP24,
author = {S. Siva Shankar and
Bui Thanh Hung and
Prasun Chakrabarti and
Tulika Chakrabarti and
Gayatri Parasa},
title = {A novel optimization based deep learning with artificial intelligence
approach to detect intrusion attack in network system},
journal = {Educ. Inf. Technol.},
volume = {29},
number = {4},
pages = {3859--3883},
year = {2024},
url = {https://doi.org/10.1007/s10639-023-11885-4},
doi = {10.1007/S10639-023-11885-4},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/ShankarHCCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejisec/NivaashiniESPB24,
author = {Mathappan Nivaashini and
Suganya Elavarasan and
Sountharrajan Sehar and
M. Prabu and
Durga Prasad Bavirisetti},
title = {{FEDDBN-IDS:} federated deep belief network-based wireless network
intrusion detection system},
journal = {{EURASIP} J. Inf. Secur.},
volume = {2024},
number = {1},
pages = {8},
year = {2024},
url = {https://doi.org/10.1186/s13635-024-00156-5},
doi = {10.1186/S13635-024-00156-5},
timestamp = {Sun, 26 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejisec/NivaashiniESPB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/DuzgunCUD24,
author = {Berkant D{\"{u}}zg{\"{u}}n and
Aykut {\c{C}}ayir and
Ugur {\"{U}}nal and
Hasan Dag},
title = {Network intrusion detection system by learning jointly from tabular
and text-based features},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {41},
number = {4},
year = {2024},
url = {https://doi.org/10.1111/exsy.13518},
doi = {10.1111/EXSY.13518},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/DuzgunCUD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DevendiranT24,
author = {Ramkumar Devendiran and
Anil V. Turukmane},
title = {Dugat-LSTM: Deep learning based network intrusion detection system
using chaotic optimization strategy},
journal = {Expert Syst. Appl.},
volume = {245},
pages = {123027},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.123027},
doi = {10.1016/J.ESWA.2023.123027},
timestamp = {Sun, 26 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/DevendiranT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ManocchioLLKSP24,
author = {Liam Daly Manocchio and
Siamak Layeghy and
Wai Weng Lo and
Gayan K. Kulatilleke and
Mohanad Sarhan and
Marius Portmann},
title = {FlowTransformer: {A} transformer framework for flow-based network
intrusion detection systems},
journal = {Expert Syst. Appl.},
volume = {241},
pages = {122564},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.122564},
doi = {10.1016/J.ESWA.2023.122564},
timestamp = {Sun, 26 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ManocchioLLKSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SharmaSLR24,
author = {Bhawana Sharma and
Lokesh Sharma and
Chhagan Lal and
Satyabrata Roy},
title = {Explainable artificial intelligence for intrusion detection in IoT
networks: {A} deep learning based approach},
journal = {Expert Syst. Appl.},
volume = {238},
number = {Part {A}},
pages = {121751},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121751},
doi = {10.1016/J.ESWA.2023.121751},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SharmaSLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WangJRLWZ24,
author = {Qian Wang and
Haiyang Jiang and
Jiadong Ren and
Han Liu and
Xuehang Wang and
Bing Zhang},
title = {An intrusion detection algorithm based on joint symmetric uncertainty
and hyperparameter optimized fusion neural network},
journal = {Expert Syst. Appl.},
volume = {244},
pages = {123014},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.123014},
doi = {10.1016/J.ESWA.2023.123014},
timestamp = {Sun, 26 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/WangJRLWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeenl/BaldiniS24,
author = {Gianmarco Baldini and
Kandeepan Sithamparanathan},
title = {Intrusion Detection System for {MIL-STD-1553} Based on Convolutional
Neural Networks With Binary Images and Adaptive Quantization},
journal = {{IEEE} Netw. Lett.},
volume = {6},
number = {1},
pages = {50--54},
year = {2024},
url = {https://doi.org/10.1109/LNET.2023.3324508},
doi = {10.1109/LNET.2023.3324508},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeenl/BaldiniS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsn/Wu24,
author = {Hongjiao Wu},
title = {Intrusion Detection Model for Wireless Sensor Networks Based on FedAvg
and XGBoost Algorithm},
journal = {Int. J. Distributed Sens. Networks},
volume = {2024},
pages = {1--14},
year = {2024},
url = {https://doi.org/10.1155/2024/5536615},
doi = {10.1155/2024/5536615},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsn/Wu24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/AsadAG24,
author = {H. Asad and
S. Adhikari and
Ilir Gashi},
title = {A perspective-retrospective analysis of diversity in signature-based
open-source network intrusion detection systems},
journal = {Int. J. Inf. Sec.},
volume = {23},
number = {2},
pages = {1331--1346},
year = {2024},
url = {https://doi.org/10.1007/s10207-023-00794-9},
doi = {10.1007/S10207-023-00794-9},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/AsadAG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijswis/ZhouS24,
author = {Qi Zhou and
Chun Shi},
title = {A Network Intrusion Detection Method for Various Information Systems
Based on Federated and Deep Learning},
journal = {Int. J. Semantic Web Inf. Syst.},
volume = {20},
number = {1},
pages = {1--28},
year = {2024},
url = {https://doi.org/10.4018/ijswis.335495},
doi = {10.4018/IJSWIS.335495},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijswis/ZhouS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/SchrotterNS24,
author = {Max Schr{\"{o}}tter and
Andreas Niemann and
Bettina Schnor},
title = {A Comparison of Neural-Network-Based Intrusion Detection against Signature-Based
Detection in IoT Networks},
journal = {Inf.},
volume = {15},
number = {3},
pages = {164},
year = {2024},
url = {https://doi.org/10.3390/info15030164},
doi = {10.3390/INFO15030164},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/SchrotterNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/YuZSWZYS24,
author = {Shoujian Yu and
Rong Zhai and
Yizhou Shen and
Guowen Wu and
Hong Zhang and
Shui Yu and
Shigen Shen},
title = {Deep Q-Network-Based Open-Set Intrusion Detection Solution for Industrial
Internet of Things},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {7},
pages = {12536--12550},
year = {2024},
url = {https://doi.org/10.1109/JIOT.2023.3333903},
doi = {10.1109/JIOT.2023.3333903},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/YuZSWZYS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/TalukderIUHSAM24,
author = {Md. Alamin Talukder and
Md. Manowarul Islam and
Md. Ashraf Uddin and
Khondokar Fida Hasan and
Selina Sharmin and
Salem A. Alyami and
Mohammad Ali Moni},
title = {Machine learning-based network intrusion detection for big and imbalanced
data using oversampling, stacking feature embedding and feature extraction},
journal = {J. Big Data},
volume = {11},
number = {1},
pages = {33},
year = {2024},
url = {https://doi.org/10.1186/s40537-024-00886-w},
doi = {10.1186/S40537-024-00886-W},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/TalukderIUHSAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcloudc/LongYSZHC24,
author = {Zhenyue Long and
Huiru Yan and
Guiquan Shen and
Xiaolu Zhang and
Haoyang He and
Long Cheng},
title = {A Transformer-based network intrusion detection approach for cloud
security},
journal = {J. Cloud Comput.},
volume = {13},
number = {1},
pages = {5},
year = {2024},
url = {https://doi.org/10.1186/s13677-023-00574-9},
doi = {10.1186/S13677-023-00574-9},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcloudc/LongYSZHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsc/DuY24,
author = {Jiawei Du and
Kai Yang},
title = {{NIDS-FLGDP:} Network Intrusion Detection Algorithm Based on Gaussian
Differential Privacy Federated Learning},
journal = {J. Circuits Syst. Comput.},
volume = {33},
number = {3},
year = {2024},
url = {https://doi.org/10.1142/s0218126624500488},
doi = {10.1142/S0218126624500488},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcsc/DuY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsm/Deng24,
author = {Yongsheng Deng},
title = {Design of Industrial IoT Intrusion Security Detection System Based
on LightGBM Feature Algorithm and Multi-layer Perception Network},
journal = {J. Cyber Secur. Mobil.},
volume = {13},
number = {2},
pages = {327--348},
year = {2024},
url = {https://doi.org/10.13052/jcsm2245-1439.1327},
doi = {10.13052/JCSM2245-1439.1327},
timestamp = {Sun, 25 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcsm/Deng24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/SakthimohanDR24,
author = {M. Sakthimohan and
J. Deny and
G. Elizabeth Rani},
title = {Secure deep learning-based energy efficient routing with intrusion
detection system for wireless sensor networks},
journal = {J. Intell. Fuzzy Syst.},
volume = {46},
number = {4},
pages = {8587--8603},
year = {2024},
url = {https://doi.org/10.3233/jifs-235512},
doi = {10.3233/JIFS-235512},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/SakthimohanDR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/WangYCSLYW24,
author = {Chia{-}Hung Wang and
Qing Ye and
Jiongbiao Cai and
Yifan Suo and
Shengming Lin and
Jinchen Yuan and
Xiaojing Wu},
title = {A novel data-driven integrated detection method for network intrusion
classification based on multi-feature imbalanced data},
journal = {J. Intell. Fuzzy Syst.},
volume = {46},
number = {3},
pages = {5893--5910},
year = {2024},
url = {https://doi.org/10.3233/jifs-234402},
doi = {10.3233/JIFS-234402},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/WangYCSLYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jksucis/XieC24,
author = {Ying Xie and
Hong Chen},
title = {A novel method for effective intrusion detection based on convolutional
speaking neural networks},
journal = {J. King Saud Univ. Comput. Inf. Sci.},
volume = {36},
number = {2},
pages = {101975},
year = {2024},
url = {https://doi.org/10.1016/j.jksuci.2024.101975},
doi = {10.1016/J.JKSUCI.2024.101975},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jksucis/XieC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangCZHGYF24,
author = {Jiawei Zhang and
Rui Chen and
Yanchun Zhang and
Weihong Han and
Zhaoquan Gu and
Shuqiang Yang and
Yongquan Fu},
title = {{MF2POSE:} Multi-task Feature Fusion Pseudo-Siamese Network for intrusion
detection using Category-distance Promotion Loss},
journal = {Knowl. Based Syst.},
volume = {283},
pages = {111110},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2023.111110},
doi = {10.1016/J.KNOSYS.2023.111110},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ZhangCZHGYF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/Ravi24,
author = {Vinayakumar Ravi},
title = {Deep learning-based network intrusion detection in smart healthcare
enterprise systems},
journal = {Multim. Tools Appl.},
volume = {83},
number = {13},
pages = {39097--39115},
year = {2024},
url = {https://doi.org/10.1007/s11042-023-17300-x},
doi = {10.1007/S11042-023-17300-X},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/Ravi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/SaravananMRSRB24,
author = {V. Saravanan and
M. Madiajagan and
Shaik Mohammad Rafee and
P. Sanju and
Tasneem Bano Rehman and
Pattanaik Balachandra},
title = {IoT-based blockchain intrusion detection using optimized recurrent
neural network},
journal = {Multim. Tools Appl.},
volume = {83},
number = {11},
pages = {31505--31526},
year = {2024},
url = {https://doi.org/10.1007/s11042-023-16662-6},
doi = {10.1007/S11042-023-16662-6},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/SaravananMRSRB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ojcs/ChatzimiltisSMT24,
author = {Sotiris Chatzimiltis and
Mohammad Shojafar and
Mahdi Boloursaz Mashhadi and
Rahim Tafazolli},
title = {A Collaborative Software Defined Network-Based Smart Grid Intrusion
Detection System},
journal = {{IEEE} Open J. Commun. Soc.},
volume = {5},
pages = {700--711},
year = {2024},
url = {https://doi.org/10.1109/OJCOMS.2024.3351088},
doi = {10.1109/OJCOMS.2024.3351088},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ojcs/ChatzimiltisSMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LiLYY24,
author = {Longlong Li and
Yuliang Lu and
Guozheng Yang and
Xuehu Yan},
title = {End-to-End Network Intrusion Detection Based on Contrastive Learning},
journal = {Sensors},
volume = {24},
number = {7},
pages = {2122},
year = {2024},
url = {https://doi.org/10.3390/s24072122},
doi = {10.3390/S24072122},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/LiLYY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MedinaArcoMRG24,
author = {Joaqu{\'{\i}}n Gaspar Medina{-}Arco and
Roberto Mag{\'{a}}n{-}Carri{\'{o}}n and
Rafael Alejandro Rodr{\'{\i}}guez{-}G{\'{o}}mez and
Pedro Garc{\'{\i}}a{-}Teodoro},
title = {Methodology for the Detection of Contaminated Training Datasets for
Machine Learning-Based Network Intrusion-Detection Systems},
journal = {Sensors},
volume = {24},
number = {2},
pages = {479},
year = {2024},
url = {https://doi.org/10.3390/s24020479},
doi = {10.3390/S24020479},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/MedinaArcoMRG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZengZZDW24,
author = {Yiming Zeng and
Jianwei Zhang and
Yuzhong Zhong and
Lin Deng and
Maoning Wang},
title = {STNet: {A} Time-Frequency Analysis-Based Intrusion Detection Network
for Distributed Optical Fiber Acoustic Sensing Systems},
journal = {Sensors},
volume = {24},
number = {5},
pages = {1570},
year = {2024},
url = {https://doi.org/10.3390/s24051570},
doi = {10.3390/S24051570},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ZengZZDW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpra/CiricMSM24,
author = {Vladimir M. Ciric and
Marija S. Milosevic and
Danijel Sokolovic and
Ivan Z. Milentijevic},
title = {Modular deep learning-based network intrusion detection architecture
for real-world cyber-attack simulation},
journal = {Simul. Model. Pract. Theory},
volume = {133},
pages = {102916},
year = {2024},
url = {https://doi.org/10.1016/j.simpat.2024.102916},
doi = {10.1016/J.SIMPAT.2024.102916},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simpra/CiricMSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/suscom/KristiantoLH24,
author = {Edy Kristianto and
Po{-}Ching Lin and
Ren{-}Hung Hwang},
title = {Sustainable and lightweight domain-based intrusion detection system
for in-vehicle network},
journal = {Sustain. Comput. Informatics Syst.},
volume = {41},
pages = {100936},
year = {2024},
url = {https://doi.org/10.1016/j.suscom.2023.100936},
doi = {10.1016/J.SUSCOM.2023.100936},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/suscom/KristiantoLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tce/UllahSUYZ24,
author = {Farhan Ullah and
Gautam Srivastava and
Shamsher Ullah and
Kenji Yoshigoe and
Yue Zhao},
title = {{NIDS-VSB:} Network Intrusion Detection System for {VANET} Using Spark-Based
Big Data Optimization and Transfer Learning},
journal = {{IEEE} Trans. Consumer Electron.},
volume = {70},
number = {1},
pages = {1798--1809},
year = {2024},
url = {https://doi.org/10.1109/TCE.2023.3328320},
doi = {10.1109/TCE.2023.3328320},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tce/UllahSUYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/YanLZWLZLL24,
author = {Haonan Yan and
Xiaoguang Li and
Wenjing Zhang and
Rui Wang and
Hui Li and
Xingwen Zhao and
Fenghua Li and
Xiaodong Lin},
title = {Automatic Evasion of Machine Learning-Based Network Intrusion Detection
Systems},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {21},
number = {1},
pages = {153--167},
year = {2024},
url = {https://doi.org/10.1109/TDSC.2023.3247585},
doi = {10.1109/TDSC.2023.3247585},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/YanLZWLZLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/DengLXQ24,
author = {Zhouyan Deng and
Jiajia Liu and
Yijie Xun and
Junman Qin},
title = {IdentifierIDS: {A} Practical Voltage-Based Intrusion Detection System
for Real In-Vehicle Networks},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {661--676},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2023.3327026},
doi = {10.1109/TIFS.2023.3327026},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/DengLXQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/DingSHSC24,
author = {Hongwei Ding and
Yu Sun and
Nana Huang and
Zhidong Shen and
Xiaohui Cui},
title = {{TMG-GAN:} Generative Adversarial Networks-Based Imbalanced Learning
for Network Intrusion Detection},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {1156--1167},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2023.3331240},
doi = {10.1109/TIFS.2023.3331240},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/DingSHSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/WangLJLLL24,
author = {Xiangming Wang and
Yang Liu and
Kexin Jiao and
Pengfei Liu and
Xiapu Luo and
Ting Liu},
title = {Intrusion Device Detection in Fieldbus Networks Based on Channel-State
Group Fingerprint},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {19},
pages = {4012--4027},
year = {2024},
url = {https://doi.org/10.1109/TIFS.2024.3374596},
doi = {10.1109/TIFS.2024.3374596},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/WangLJLLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/AliUSKKGANOH24,
author = {Bakht Sher Ali and
Inam Ullah and
Tamara Al Shloul and
Izhar Ahmed Khan and
Ijaz Khan and
Yazeed Yasin Ghadi and
Akmalbek Abdusalomov and
Rashid Nasimov and
Khmaies Ouahada and
Habib Hamam},
title = {{ICS-IDS:} application of big data analysis in AI-based intrusion
detection systems to identify cyberattacks in {ICS} networks},
journal = {J. Supercomput.},
volume = {80},
number = {6},
pages = {7876--7905},
year = {2024},
url = {https://doi.org/10.1007/s11227-023-05764-5},
doi = {10.1007/S11227-023-05764-5},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/AliUSKKGANOH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/JeongLLK24,
author = {Seonghoon Jeong and
Sangho Lee and
Hwejae Lee and
Huy Kang Kim},
title = {{X-CANIDS:} Signal-Aware Explainable Intrusion Detection System for
Controller Area Network-Based In-Vehicle Network},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {73},
number = {3},
pages = {3230--3246},
year = {2024},
url = {https://doi.org/10.1109/TVT.2023.3327275},
doi = {10.1109/TVT.2023.3327275},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/JeongLLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/BhuttaMM24,
author = {Areeb Ahmed Bhutta and
Mehr{-}Un{-}Nisa and
Adnan Noor Mian},
title = {Lightweight real-time WiFi-based intrusion detection system using
LightGBM},
journal = {Wirel. Networks},
volume = {30},
number = {2},
pages = {749--761},
year = {2024},
url = {https://doi.org/10.1007/s11276-023-03516-0},
doi = {10.1007/S11276-023-03516-0},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/winet/BhuttaMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/DandapatM24,
author = {Asimkiran Dandapat and
Bhaskar Mondal},
title = {Design of Intrusion Detection System Using {GA} and {CNN} for MQTT-Based
IoT Networks},
journal = {Wirel. Pers. Commun.},
volume = {134},
number = {4},
pages = {2059--2082},
year = {2024},
url = {https://doi.org/10.1007/s11277-024-10984-w},
doi = {10.1007/S11277-024-10984-W},
timestamp = {Sun, 05 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/DandapatM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/GuptaKJ24,
author = {Chetan Gupta and
Amit Kumar and
Neelesh Kumar Jain},
title = {An Enhanced Hybrid Intrusion Detection Based on Crow Search Analysis
Optimizations and Artificial Neural Network},
journal = {Wirel. Pers. Commun.},
volume = {134},
number = {1},
pages = {43--68},
year = {2024},
url = {https://doi.org/10.1007/s11277-024-10880-3},
doi = {10.1007/S11277-024-10880-3},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/GuptaKJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpits/ZamriiVS24,
author = {Iryna Zamrii and
Viktor Vyshnivskyi and
Valentyn Sobchuk},
editor = {Volodymyr Sokolov and
Vasyl Ustimenko and
Tamara Radivilova and
Mariya Nazarkevych},
title = {Method of Ensuring the Functional Stability of the Information System
based on Detection of Intrusions and Reconfiguration of Virtual Networks},
booktitle = {Proceedings of the Workshop Cybersecurity Providing in Information
and Telecommunication Systems {(CPITS} 2024), Kyiv, Ukraine, February
28, 2024 (online)},
series = {{CEUR} Workshop Proceedings},
volume = {3654},
pages = {252--264},
publisher = {CEUR-WS.org},
year = {2024},
url = {https://ceur-ws.org/Vol-3654/paper21.pdf},
timestamp = {Thu, 11 Apr 2024 17:00:52 +0200},
biburl = {https://dblp.org/rec/conf/cpits/ZamriiVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/giis/JiaoM24,
author = {Qihang Jiao and
Lotfi Mhamdi},
title = {Deep Learning based Intrusion Detection for IoT Networks},
booktitle = {Global Information Infrastructure and Networking Symposium, {GIIS}
2024, Dubai, United Arab Emirates, February 19-21, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/GIIS59465.2024.10449910},
doi = {10.1109/GIIS59465.2024.10449910},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/giis/JiaoM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SyneCH24,
author = {Lamine Syne and
Pino Caballero{-}Gil and
Candelaria Hern{\'{a}}ndez{-}Goya},
editor = {Jiman Hong and
Juw Won Park},
title = {Improving Privacy in Federated Learning-Based Intrusion Detection
for IoT Networks},
booktitle = {Proceedings of the 39th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2024, Avila, Spain, April 8-12, 2024},
pages = {580--583},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3605098.3636183},
doi = {10.1145/3605098.3636183},
timestamp = {Wed, 22 May 2024 10:31:05 +0200},
biburl = {https://dblp.org/rec/conf/sac/SyneCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10207,
author = {Jesse Ables and
Nathaniel Childers and
William Anderson and
Sudip Mittal and
Shahram Rahimi and
Ioana Banicescu and
Maria Seale},
title = {Eclectic Rule Extraction for Explainability of Deep Neural Network
based Intrusion Detection Systems},
journal = {CoRR},
volume = {abs/2401.10207},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10207},
doi = {10.48550/ARXIV.2401.10207},
eprinttype = {arXiv},
eprint = {2401.10207},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10691,
author = {Hangsheng Zhang and
Dongqi Han and
Yinlong Liu and
Zhiliang Wang and
Jiyan Sun and
Shangyuan Zhuang and
Jiqiang Liu and
Jinsong Dong},
title = {Explainable and Transferable Adversarial Attack for ML-Based Network
Intrusion Detectors},
journal = {CoRR},
volume = {abs/2401.10691},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10691},
doi = {10.48550/ARXIV.2401.10691},
eprinttype = {arXiv},
eprint = {2401.10691},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11968,
author = {Jiyuan Shen and
Wenzhuo Yang and
Zhaowei Chu and
Jiani Fan and
Dusit Niyato and
Kwok{-}Yan Lam},
title = {Effective Intrusion Detection in Heterogeneous Internet-of-Things
Networks via Ensemble Knowledge Distillation-based Federated Learning},
journal = {CoRR},
volume = {abs/2401.11968},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11968},
doi = {10.48550/ARXIV.2401.11968},
eprinttype = {arXiv},
eprint = {2401.11968},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12262,
author = {Md. Alamin Talukder and
Md. Manowarul Islam and
Md. Ashraf Uddin and
Khondokar Fida Hasan and
Selina Sharmin and
Salem A. Alyami and
Mohammad Ali Moni},
title = {Machine learning-based network intrusion detection for big and imbalanced
data using oversampling, stacking feature embedding and feature extraction},
journal = {CoRR},
volume = {abs/2401.12262},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12262},
doi = {10.48550/ARXIV.2401.12262},
eprinttype = {arXiv},
eprint = {2401.12262},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14037,
author = {Moutaz Alazab and
Ruba Abu Khurma and
Pedro A. Castillo and
Bilal Abu{-}Salih and
Alejandro Mart{\'{\i}}n and
David Camacho},
title = {An Effective Networks Intrusion Detection Approach Based on Hybrid
Harris Hawks and Multi-Layer Perceptron},
journal = {CoRR},
volume = {abs/2402.14037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14037},
doi = {10.48550/ARXIV.2402.14037},
eprinttype = {arXiv},
eprint = {2402.14037},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11830,
author = {Andrea Venturi and
Dario Stabili and
Mirco Marchetti},
title = {Problem space structural adversarial attacks for Network Intrusion
Detection Systems based on Graph Neural Networks},
journal = {CoRR},
volume = {abs/2403.11830},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11830},
doi = {10.48550/ARXIV.2403.11830},
eprinttype = {arXiv},
eprint = {2403.11830},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Das23,
author = {Tapadhir Das},
title = {Modeling the Abnormality: Machine Learning-based Anomaly and Intrusion
Detection in Software-defined Networks},
school = {University of Nevada, Reno, {USA}},
year = {2023},
url = {http://hdl.handle.net/11714/10016},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Das23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/tr/Almamoori23,
author = {Zainab Ali Abbood Almamoori},
title = {Embedding intrusion detection in distributed computing artificial
intelligence-based routing in {AD} {HOC} networks {()}},
school = {Alt{\i}nba{\c{s}} University, Turkey},
year = {2023},
url = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=2Gr9rGfDEtLbkTrmoaOWsg\&no=u8zNLtshUs6QOFE5E3sEkw},
timestamp = {Sun, 29 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/tr/Almamoori23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlmorabeaKAHA23,
author = {Omar Mohammed Almorabea and
Tariq Jamil Saifullah Khanzada and
Muhammad Ahtisham Aslam and
Fatheah A. Hendi and
Ahmad Mohammed Almorabea},
title = {IoT Network-Based Intrusion Detection Framework: {A} Solution to Process
Ping Floods Originating From Embedded Devices},
journal = {{IEEE} Access},
volume = {11},
pages = {119118--119145},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3327061},
doi = {10.1109/ACCESS.2023.3327061},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AlmorabeaKAHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DongWL23,
author = {Chen Dong and
Hao Wu and
Qingyuan Li},
title = {Multiple Observation HMM-Based {CAN} Bus Intrusion Detection System
for In-Vehicle Network},
journal = {{IEEE} Access},
volume = {11},
pages = {35639--35648},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3265018},
doi = {10.1109/ACCESS.2023.3265018},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DongWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DuYHJ23,
author = {Jiawei Du and
Kai Yang and
Yanjing Hu and
Lingjie Jiang},
title = {{NIDS-CNNLSTM:} Network Intrusion Detection Classification Model Based
on Deep Learning},
journal = {{IEEE} Access},
volume = {11},
pages = {24808--24821},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3254915},
doi = {10.1109/ACCESS.2023.3254915},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DuYHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KhatriLN23,
author = {Narayan Khatri and
Sihyung Lee and
Seung Yeob Nam},
title = {Transfer Learning-Based Intrusion Detection System for a Controller
Area Network},
journal = {{IEEE} Access},
volume = {11},
pages = {120963--120982},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3328182},
doi = {10.1109/ACCESS.2023.3328182},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KhatriLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiuHLRYX23,
author = {Zhipeng Liu and
Junyi Hu and
Yang Liu and
Kaushik Roy and
Xiaohong Yuan and
Jinsheng Xu},
title = {Anomaly-Based Intrusion on IoT Networks Using AIGAN-a Generative Adversarial
Network},
journal = {{IEEE} Access},
volume = {11},
pages = {91116--91132},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3307463},
doi = {10.1109/ACCESS.2023.3307463},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiuHLRYX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LucasFTASBPC23,
author = {Thiago Jos{\'{e}} Lucas and
Ina{\^{e}} Soares de Figueiredo and
Carlos Alexandre Carvalho Tojeiro and
Alex Marino Gon{\c{c}}alves de Almeida and
Rafal Scherer and
Jos{\'{e}} Remo Ferreira Brega and
Jo{\~{a}}o Paulo Papa and
Kelton Augusto Pontara da Costa},
title = {A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection
Approaches in Computer Networks},
journal = {{IEEE} Access},
volume = {11},
pages = {122638--122676},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3328535},
doi = {10.1109/ACCESS.2023.3328535},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LucasFTASBPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MirsadeghiBVI23,
author = {Seyed Mohammad Hadi Mirsadeghi and
Hayretdin Bahsi and
Risto Vaarandi and
Wissem Inoubli},
title = {Learning From Few Cyber-Attacks: Addressing the Class Imbalance Problem
in Machine Learning-Based Intrusion Detection in Software-Defined
Networking},
journal = {{IEEE} Access},
volume = {11},
pages = {140428--140442},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3341755},
doi = {10.1109/ACCESS.2023.3341755},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/MirsadeghiBVI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NayakB23,
author = {Nanavath Kiran Singh Nayak and
Budhaditya Bhattacharyya},
title = {{MAC} Protocol Based IoT Network Intrusion Detection Using Improved
Efficient Shuffle Bidirectional {COOT} Channel Attention Network},
journal = {{IEEE} Access},
volume = {11},
pages = {77385--77402},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3299031},
doi = {10.1109/ACCESS.2023.3299031},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/NayakB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NguyenNK23,
author = {Trieu Phong Nguyen and
Heungwoo Nam and
Daehee Kim},
title = {Transformer-Based Attention Network for In-Vehicle Intrusion Detection},
journal = {{IEEE} Access},
volume = {11},
pages = {55389--55403},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3282110},
doi = {10.1109/ACCESS.2023.3282110},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/NguyenNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/UllahBKA23,
author = {Safi Ullah and
Wadii Boulila and
Anis Koub{\^{a}}a and
Jawad Ahmad},
title = {{MAGRU-IDS:} {A} Multi-Head Attention-Based Gated Recurrent Unit for
Intrusion Detection in IIoT Networks},
journal = {{IEEE} Access},
volume = {11},
pages = {114590--114601},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3324657},
doi = {10.1109/ACCESS.2023.3324657},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/UllahBKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangG23a,
author = {Zhen Wang and
Fuad A. Ghaleb},
title = {An Attention-Based Convolutional Neural Network for Intrusion Detection
Model},
journal = {{IEEE} Access},
volume = {11},
pages = {43116--43127},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3271408},
doi = {10.1109/ACCESS.2023.3271408},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WangG23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YuKXY23,
author = {Hongchen Yu and
Chunying Kang and
Yao Xiao and
Yuting Yang},
title = {Network Intrusion Detection Method Based on Hybrid Improved Residual
Network Blocks and Bidirectional Gated Recurrent Units},
journal = {{IEEE} Access},
volume = {11},
pages = {68961--68971},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3271866},
doi = {10.1109/ACCESS.2023.3271866},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YuKXY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZouLZYW23,
author = {Li Zou and
Xuemei Luo and
Yan Zhang and
Xiao Yang and
Xiangwen Wang},
title = {{HC-DTTSVM:} {A} Network Intrusion Detection Method Based on Decision
Tree Twin Support Vector Machine and Hierarchical Clustering},
journal = {{IEEE} Access},
volume = {11},
pages = {21404--21416},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3251354},
doi = {10.1109/ACCESS.2023.3251354},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZouLZYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/accs/KalininT23,
author = {Maxim O. Kalinin and
E. I. Tkacheva},
title = {A Decentralized Approach to Intrusion Detection in Dynamic Networks
of the Internet of Things Based on Multiagent Reinforcement Learning
with Interagent Interaction},
journal = {Autom. Control. Comput. Sci.},
volume = {57},
number = {8},
pages = {1025--1032},
year = {2023},
url = {https://doi.org/10.3103/S0146411623080096},
doi = {10.3103/S0146411623080096},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/accs/KalininT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adhoc/OrsL23,
author = {Faik Kerem {\"{O}}rs and
Albert Levi},
title = {Data driven intrusion detection for 6LoWPAN based IoT systems},
journal = {Ad Hoc Networks},
volume = {143},
pages = {103120},
year = {2023},
url = {https://doi.org/10.1016/j.adhoc.2023.103120},
doi = {10.1016/J.ADHOC.2023.103120},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adhoc/OrsL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aghcs/PandeK23,
author = {Sagar Pande and
Aditya Khamparia},
title = {Explainable Deep Neural Network based Analysis on Intrusion Detection
Systems},
journal = {Comput. Sci.},
volume = {24},
number = {1},
year = {2023},
url = {https://doi.org/10.7494/csci.2023.24.1.4551},
doi = {10.7494/CSCI.2023.24.1.4551},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aghcs/PandeK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/LiMS23,
author = {Xue Jun Li and
Maode Ma and
Yihan Sun},
title = {An Adaptive Deep Learning Neural Network Model to Enhance Machine-Learning-Based
Classifiers for Intrusion Detection in Smart Grids},
journal = {Algorithms},
volume = {16},
number = {6},
pages = {288},
year = {2023},
url = {https://doi.org/10.3390/a16060288},
doi = {10.3390/A16060288},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/LiMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/HeWSXC23,
author = {Jiaxing He and
Xiaodan Wang and
Yafei Song and
Qian Xiang and
Chen Chen},
title = {Network intrusion detection based on conditional wasserstein variational
autoencoder with generative adversarial network and one-dimensional
convolutional neural networks},
journal = {Appl. Intell.},
volume = {53},
number = {10},
pages = {12416--12436},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03995-2},
doi = {10.1007/S10489-022-03995-2},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/HeWSXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LanLLZ23,
author = {Jinghong Lan and
Xudong Liu and
Bo Li and
Jun Zhao},
title = {A novel hierarchical attention-based triplet network with unsupervised
domain adaptation for network intrusion detection},
journal = {Appl. Intell.},
volume = {53},
number = {10},
pages = {11705--11726},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-04076-0},
doi = {10.1007/S10489-022-04076-0},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LanLLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/PrasadTD23,
author = {Mahendra Prasad and
Sachin Tripathi and
Keshav P. Dahal},
title = {A probability estimation-based feature reduction and Bayesian rough
set approach for intrusion detection in mobile ad-hoc network},
journal = {Appl. Intell.},
volume = {53},
number = {6},
pages = {7169--7185},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03763-2},
doi = {10.1007/S10489-022-03763-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/PrasadTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XiaoYZCL23,
author = {Junchao Xiao and
Lin Yang and
Fuli Zhong and
Hongbo Chen and
Xiangxue Li},
title = {Robust anomaly-based intrusion detection system for in-vehicle network
by graph neural network framework},
journal = {Appl. Intell.},
volume = {53},
number = {3},
pages = {3183--3206},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03412-8},
doi = {10.1007/S10489-022-03412-8},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/XiaoYZCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/array/HossainI23,
author = {Md. Alamgir Hossain and
Md. Saiful Islam},
title = {Ensuring network security with a robust intrusion detection system
using ensemble-based machine learning},
journal = {Array},
volume = {19},
pages = {100306},
year = {2023},
url = {https://doi.org/10.1016/j.array.2023.100306},
doi = {10.1016/J.ARRAY.2023.100306},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/array/HossainI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MohammadianGL23,
author = {Hesamodin Mohammadian and
Ali A. Ghorbani and
Arash Habibi Lashkari},
title = {A gradient-based approach for adversarial attack on deep learning-based
network intrusion detection systems},
journal = {Appl. Soft Comput.},
volume = {137},
pages = {110173},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110173},
doi = {10.1016/J.ASOC.2023.110173},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MohammadianGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/Patel23,
author = {Sagarkumar K. Patel},
title = {Improving intrusion detection in cloud-based healthcare using neural
network},
journal = {Biomed. Signal Process. Control.},
volume = {83},
pages = {104680},
year = {2023},
url = {https://doi.org/10.1016/j.bspc.2023.104680},
doi = {10.1016/J.BSPC.2023.104680},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/Patel23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cas/SontakkeC23,
author = {Prakash Vijay Sontakke and
Nilkanth B. Chopade},
title = {Optimized Deep Neural Model-Based Intrusion Detection and Mitigation
System for Vehicular Ad-Hoc Network},
journal = {Cybern. Syst.},
volume = {54},
number = {7},
pages = {985--1013},
year = {2023},
url = {https://doi.org/10.1080/01969722.2022.2137643},
doi = {10.1080/01969722.2022.2137643},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cas/SontakkeC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/CaoWDZL23,
author = {Yongzhong Cao and
Zhihui Wang and
Hongwei Ding and
Jiale Zhang and
Bin Li},
title = {An intrusion detection system based on stacked ensemble learning for
IoT network},
journal = {Comput. Electr. Eng.},
volume = {110},
pages = {108836},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108836},
doi = {10.1016/J.COMPELECENG.2023.108836},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/CaoWDZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/LayeghyP23,
author = {Siamak Layeghy and
Marius Portmann},
title = {Explainable Cross-domain Evaluation of ML-based Network Intrusion
Detection Systems},
journal = {Comput. Electr. Eng.},
volume = {108},
pages = {108692},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108692},
doi = {10.1016/J.COMPELECENG.2023.108692},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/LayeghyP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/PingaleS23,
author = {Subhash V. Pingale and
Sanjay R. Sutar},
title = {Remora based Deep Maxout Network model for network intrusion detection
using Convolutional Neural Network features},
journal = {Comput. Electr. Eng.},
volume = {110},
pages = {108831},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108831},
doi = {10.1016/J.COMPELECENG.2023.108831},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/PingaleS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/SharmaSLR23,
author = {Bhawana Sharma and
Lokesh Sharma and
Chhagan Lal and
Satyabrata Roy},
title = {Anomaly based network intrusion detection for IoT attacks using deep
learning technique},
journal = {Comput. Electr. Eng.},
volume = {107},
pages = {108626},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108626},
doi = {10.1016/J.COMPELECENG.2023.108626},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/SharmaSLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/Song23,
author = {Yuqiao Song},
title = {Public cloud network intrusion and internet legal supervision based
on abnormal feature detection},
journal = {Comput. Electr. Eng.},
volume = {112},
pages = {109015},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.109015},
doi = {10.1016/J.COMPELECENG.2023.109015},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/Song23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/Wang23,
author = {Man Wang},
title = {Optimization of Network Security in University Laboratories Based
on Anomaly Intrusion Detection in Public Cloud Networks},
journal = {Comput. Electr. Eng.},
volume = {111},
number = {Part {B}},
pages = {108968},
year = {2023},
url = {https://doi.org/10.1016/j.compeleceng.2023.108968},
doi = {10.1016/J.COMPELECENG.2023.108968},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/Wang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cit/Li23,
author = {Long Li},
title = {A Network Intrusion Detection Model Based on GA-Improved {NSA}},
journal = {J. Comput. Inf. Technol.},
volume = {31},
number = {2},
pages = {91--106},
year = {2023},
url = {http://cit.fer.hr/index.php/CIT/article/view/5737},
timestamp = {Fri, 29 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cit/Li23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/SantosGRM23,
author = {Leonel Santos and
Ramiro Gon{\c{c}}alves and
Carlos Rabad{\~{a}}o and
Jos{\'{e}} Martins},
title = {A flow-based intrusion detection framework for internet of things
networks},
journal = {Clust. Comput.},
volume = {26},
number = {1},
pages = {37--57},
year = {2023},
url = {https://doi.org/10.1007/s10586-021-03238-y},
doi = {10.1007/S10586-021-03238-Y},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cluster/SantosGRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/BugshanKKA23,
author = {Neda Bugshan and
Ibrahim Khalil and
Aditya Pribadi Kalapaaking and
Mohammed Atiquzzaman},
title = {Intrusion Detection-Based Ensemble Learning and Microservices for
Zero Touch Networks},
journal = {{IEEE} Commun. Mag.},
volume = {61},
number = {6},
pages = {86--92},
year = {2023},
url = {https://doi.org/10.1109/MCOM.001.2200535},
doi = {10.1109/MCOM.001.2200535},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/BugshanKKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/MabroukN23,
author = {Abdelfettah Mabrouk and
Assia Naja},
title = {Intrusion detection game for ubiquitous security in vehicular networks:
{A} signaling game based approach},
journal = {Comput. Networks},
volume = {225},
pages = {109649},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.109649},
doi = {10.1016/J.COMNET.2023.109649},
timestamp = {Sun, 02 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/MabroukN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/OliveiraGMJGOF23,
author = {Jonathas A. de Oliveira and
Vin{\'{\i}}cius P. Gon{\c{c}}alves and
Rodolfo Ipolito Meneguette and
Rafael Tim{\'{o}}teo de Sousa J{\'{u}}nior and
Daniel L. Guidoni and
Jos{\'{e}} C. M. Oliveira and
Geraldo P. Rocha Filho},
title = {{F-NIDS} - {A} Network Intrusion Detection System based on federated
learning},
journal = {Comput. Networks},
volume = {236},
pages = {110010},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.110010},
doi = {10.1016/J.COMNET.2023.110010},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/OliveiraGMJGOF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/SyedGB23,
author = {Naeem Firdous Syed and
Mengmeng Ge and
Zubair A. Baig},
title = {Fog-cloud based intrusion detection system using Recurrent Neural
Networks and feature selection for IoT networks},
journal = {Comput. Networks},
volume = {225},
pages = {109662},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.109662},
doi = {10.1016/J.COMNET.2023.109662},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/SyedGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/UllahAKABKJC23,
author = {Safi Ullah and
Jawad Ahmad and
Muazzam Ali Khan and
Mohammed S. Alshehri and
Wadii Boulila and
Anis Koubaa and
Sana Ullah Jan and
M. Munawwar Iqbal Ch},
title = {{TNN-IDS:} Transformer neural network-based intrusion detection system
for MQTT-enabled IoT Networks},
journal = {Comput. Networks},
volume = {237},
pages = {110072},
year = {2023},
url = {https://doi.org/10.1016/j.comnet.2023.110072},
doi = {10.1016/J.COMNET.2023.110072},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/UllahAKABKJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/Kasongo23,
author = {Sydney Mambwe Kasongo},
title = {A deep learning technique for intrusion detection system using a Recurrent
Neural Networks based framework},
journal = {Comput. Commun.},
volume = {199},
pages = {113--125},
year = {2023},
url = {https://doi.org/10.1016/j.comcom.2022.12.010},
doi = {10.1016/J.COMCOM.2022.12.010},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/comcom/Kasongo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/MaheswariSN23,
author = {K. G. Maheswari and
C. Siva and
G. NaliniPriya},
title = {Optimal cluster based feature selection for intrusion detection system
in web and cloud computing environment using hybrid teacher learning
optimization enables deep recurrent neural network},
journal = {Comput. Commun.},
volume = {202},
pages = {145--153},
year = {2023},
url = {https://doi.org/10.1016/j.comcom.2023.02.003},
doi = {10.1016/J.COMCOM.2023.02.003},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/MaheswariSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/HanCLZJL23,
author = {Xueying Han and
Susu Cui and
Song Liu and
Chen Zhang and
Bo Jiang and
Zhigang Lu},
title = {Network intrusion detection based on n-gram frequency and time-aware
transformer},
journal = {Comput. Secur.},
volume = {128},
pages = {103171},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103171},
doi = {10.1016/J.COSE.2023.103171},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/HanCLZJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/HuangZGWLZ23,
author = {Jia{-}Cheng Huang and
Guo{-}Qiang Zeng and
Guang{-}Gang Geng and
Jian Weng and
Kang{-}Di Lu and
Yu Zhang},
title = {Differential evolution-based convolutional neural networks: An automatic
architecture design method for intrusion detection in industrial control
systems},
journal = {Comput. Secur.},
volume = {132},
pages = {103310},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103310},
doi = {10.1016/J.COSE.2023.103310},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/HuangZGWLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/LopesZAALRP23,
author = {Ivandro Ortet Lopes and
Deqing Zou and
Ihsan H. Abdulqadder and
Saeed Akbar and
Zhen Li and
Francis A. Ruambo and
Wagner Pereira},
title = {Network intrusion detection based on the temporal convolutional model},
journal = {Comput. Secur.},
volume = {135},
pages = {103465},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103465},
doi = {10.1016/J.COSE.2023.103465},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/LopesZAALRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/PandeyVARV23,
author = {Bishwajeet K. Pandey and
M. R. M. VeeraManickam and
Shabeer Ahmad and
Ciro Rodriguez Rodriguez and
Doris Esenarro Vargas},
title = {ExpSSOA-Deep maxout: Exponential Shuffled shepherd optimization based
Deep maxout network for intrusion detection using big data in cloud
computing framework},
journal = {Comput. Secur.},
volume = {124},
pages = {102975},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2022.102975},
doi = {10.1016/J.COSE.2022.102975},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/PandeyVARV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/SantosVST23,
author = {Roger Robson dos Santos and
Eduardo K. Viegas and
Altair O. Santin and
Pietro Tedeschi},
title = {Federated learning for reliable model updates in network-based intrusion
detection},
journal = {Comput. Secur.},
volume = {133},
pages = {103413},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103413},
doi = {10.1016/J.COSE.2023.103413},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/SantosVST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/TsengC23,
author = {Chinyang Henry Tseng and
Ya{-}Ting Chang},
title = {{EBDM:} Ensemble binary detection models for multi-class wireless
intrusion detection based on deep neural network},
journal = {Comput. Secur.},
volume = {133},
pages = {103419},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2023.103419},
doi = {10.1016/J.COSE.2023.103419},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/TsengC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/Awajan23,
author = {Albara W. Awajan},
title = {A Novel Deep Learning-Based Intrusion Detection System for IoT Networks},
journal = {Comput.},
volume = {12},
number = {2},
pages = {34},
year = {2023},
url = {https://doi.org/10.3390/computers12020034},
doi = {10.3390/COMPUTERS12020034},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computers/Awajan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/WangYGW23,
author = {Minxiao Wang and
Ning Yang and
Dulaj Gunasinghe and
Ning Weng},
title = {On the Robustness of ML-Based Network Intrusion Detection Systems:
An Adversarial and Distribution Shift Perspective},
journal = {Comput.},
volume = {12},
number = {10},
pages = {209},
year = {2023},
url = {https://doi.org/10.3390/computers12100209},
doi = {10.3390/COMPUTERS12100209},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computers/WangYGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/AlzahraniA23,
author = {Abdulsalam O. Alzahrani and
Mohammed J. F. Alenazi},
title = {{ML-IDSDN:} Machine learning based intrusion detection system for
software-defined network},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {1},
year = {2023},
url = {https://doi.org/10.1002/cpe.7438},
doi = {10.1002/CPE.7438},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/AlzahraniA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/NarengbamD23,
author = {Lenin Narengbam and
Shouvik Dey},
title = {Harris hawk optimization trained artificial neural network for anomaly
based intrusion detection system},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {23},
year = {2023},
url = {https://doi.org/10.1002/cpe.7771},
doi = {10.1002/CPE.7771},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/NarengbamD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/SiddharthanT23,
author = {Hariprasad Siddharthan and
Deepa Thangavel},
title = {A novel framework approach for intrusion detection based on improved
critical feature selection in Internet of Things networks},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {1},
year = {2023},
url = {https://doi.org/10.1002/cpe.7445},
doi = {10.1002/CPE.7445},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/SiddharthanT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/VarmaRV23,
author = {P. Ravi Kiran Varma and
Sathiya R. R and
M. Vanitha},
title = {Enhanced Elman spike neural network based intrusion attack detection
in software defined Internet of Things network},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {2},
year = {2023},
url = {https://doi.org/10.1002/cpe.7503},
doi = {10.1002/CPE.7503},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/VarmaRV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/GebremariamPI23,
author = {Gebrekiros Gebreyesus Gebremariam and
J. Panda and
S. Indu},
title = {Design of advanced intrusion detection systems based on hybrid machine
learning techniques in hierarchically wireless sensor networks},
journal = {Connect. Sci.},
volume = {35},
number = {1},
year = {2023},
url = {https://doi.org/10.1080/09540091.2023.2246703},
doi = {10.1080/09540091.2023.2246703},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/connection/GebremariamPI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csse/GautamiSK23,
author = {A. Gautami and
J. Shanthini and
S. Karthik},
title = {A Quasi-Newton Neural Network Based Efficient Intrusion Detection
System for Wireless Sensor Network},
journal = {Comput. Syst. Sci. Eng.},
volume = {45},
number = {1},
pages = {427--443},
year = {2023},
url = {https://doi.org/10.32604/csse.2023.026688},
doi = {10.32604/CSSE.2023.026688},
timestamp = {Mon, 12 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csse/GautamiSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csse/SivananthamMSS23,
author = {S. Sivanantham and
V. Mohanraj and
Y. Suresh and
J. Senthilkumar},
title = {Association Rule Mining Frequent-Pattern-Based Intrusion Detection
in Network},
journal = {Comput. Syst. Sci. Eng.},
volume = {44},
number = {2},
pages = {1617--1631},
year = {2023},
url = {https://doi.org/10.32604/csse.2023.025893},
doi = {10.32604/CSSE.2023.025893},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csse/SivananthamMSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/RajapakshaKAPMC23,
author = {Sampath Rajapaksha and
Harsha K. Kalutarage and
M. Omar Al{-}Kadri and
Andrei Petrovski and
Garikayi Madzudzo and
Madeline Cheah},
title = {AI-Based Intrusion Detection Systems for In-Vehicle Networks: {A}
Survey},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {11},
pages = {237:1--237:40},
year = {2023},
url = {https://doi.org/10.1145/3570954},
doi = {10.1145/3570954},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/RajapakshaKAPMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cybersec/FanZLH23,
author = {Kaisheng Fan and
Weizhe Zhang and
Guangrui Liu and
Hui He},
title = {{FMSA:} a meta-learning framework-based fast model stealing attack
technique against intelligent network intrusion detection systems},
journal = {Cybersecur.},
volume = {6},
number = {1},
pages = {35},
year = {2023},
url = {https://doi.org/10.1186/s42400-023-00171-y},
doi = {10.1186/S42400-023-00171-Y},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cybersec/FanZLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datascience/LiSS23,
author = {Junzhou Li and
Qianhui Sun and
Feixian Sun},
title = {Enhancing Privacy-Preserving Intrusion Detection in Blockchain-Based
Networks with Deep Learning},
journal = {Data Sci. J.},
volume = {22},
year = {2023},
url = {https://doi.org/10.5334/dsj-2023-031},
doi = {10.5334/DSJ-2023-031},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datascience/LiSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/AlladiKCY23,
author = {Tejasvi Alladi and
Varun Kohli and
Vinay Chamola and
F. Richard Yu},
title = {A deep learning based misbehavior classification scheme for intrusion
detection in cooperative intelligent transportation systems},
journal = {Digit. Commun. Networks},
volume = {9},
number = {5},
pages = {1113--1122},
year = {2023},
url = {https://doi.org/10.1016/j.dcan.2022.06.018},
doi = {10.1016/J.DCAN.2022.06.018},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dcan/AlladiKCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/LinXFB23,
author = {Haifeng Lin and
Qilin Xue and
Jiayin Feng and
Di Bai},
title = {Internet of things intrusion detection model and algorithm based on
cloud computing and multi-feature extraction extreme learning machine},
journal = {Digit. Commun. Networks},
volume = {9},
number = {1},
pages = {111--124},
year = {2023},
url = {https://doi.org/10.1016/j.dcan.2022.09.021},
doi = {10.1016/J.DCAN.2022.09.021},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dcan/LinXFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/WeiWDLH23,
author = {Pengcheng Wei and
Bo Wang and
Xiaojun Dai and
Li Li and
Fangcheng He},
title = {A novel intrusion detection model for the {CAN} bus packet of in-vehicle
network based on attention mechanism and autoencoder},
journal = {Digit. Commun. Networks},
volume = {9},
number = {1},
pages = {14--21},
year = {2023},
url = {https://doi.org/10.1016/j.dcan.2022.04.021},
doi = {10.1016/J.DCAN.2022.04.021},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dcan/WeiWDLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Ninu23,
author = {S. B. Ninu},
title = {An intrusion detection system using Exponential Henry Gas Solubility
Optimization based Deep Neuro Fuzzy Network in {MANET}},
journal = {Eng. Appl. Artif. Intell.},
volume = {123},
number = {Part {A}},
pages = {105969},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.105969},
doi = {10.1016/J.ENGAPPAI.2023.105969},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/Ninu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejisec/WangLZ23,
author = {Xiaoning Wang and
Jia Liu and
Chunjiong Zhang},
title = {Network intrusion detection based on multi-domain data and ensemble-bidirectional
{LSTM}},
journal = {{EURASIP} J. Inf. Secur.},
volume = {2023},
number = {1},
pages = {5},
year = {2023},
url = {https://doi.org/10.1186/s13635-023-00139-y},
doi = {10.1186/S13635-023-00139-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejisec/WangLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/XiaCYLZGY23,
author = {Zhuoqun Xia and
Yaling Chen and
Bo Yin and
Haolan Liang and
Hongmei Zhou and
Ke Gu and
Fei Yu},
title = {Fed{\_}ADBN: An efficient intrusion detection framework based on client
selection in {AMI} network},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {40},
number = {4},
year = {2023},
url = {https://doi.org/10.1111/exsy.12983},
doi = {10.1111/EXSY.12983},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/XiaCYLZGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/AlghanamASA23,
author = {Orieb Abu Alghanam and
Wesam Almobaideen and
Maha Saadeh and
Omar Adwan},
title = {An improved {PIO} feature selection algorithm for IoT network intrusion
detection system based on ensemble learning},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part},
pages = {118745},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.118745},
doi = {10.1016/J.ESWA.2022.118745},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/AlghanamASA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/IdrissiAMMOYB23,
author = {Meryem Janati Idrissi and
Hamza Alami and
Abdelkader El Mahdaouy and
Abdellah El Mekki and
Soufiane Oualil and
Zakaria Yartaoui and
Ismail Berrada},
title = {Fed-ANIDS: Federated learning for anomaly-based network intrusion
detection systems},
journal = {Expert Syst. Appl.},
volume = {234},
pages = {121000},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.121000},
doi = {10.1016/J.ESWA.2023.121000},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/IdrissiAMMOYB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LoukT23,
author = {Maya Hilda Lestari Louk and
Bayu Adhi Tama},
title = {Dual-IDS: {A} bagging-based gradient boosting decision tree model
for network anomaly intrusion detection system},
journal = {Expert Syst. Appl.},
volume = {213},
number = {Part},
pages = {119030},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.119030},
doi = {10.1016/J.ESWA.2022.119030},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LoukT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/DebichaBDDKM23,
author = {Islam Debicha and
Richard Bauwens and
Thibault Debatty and
Jean{-}Michel Dricot and
Tayeb Kenaza and
Wim Mees},
title = {{TAD:} Transfer learning-based multi-adversarial detection of evasion
attacks against network intrusion detection systems},
journal = {Future Gener. Comput. Syst.},
volume = {138},
pages = {185--197},
year = {2023},
url = {https://doi.org/10.1016/j.future.2022.08.011},
doi = {10.1016/J.FUTURE.2022.08.011},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/DebichaBDDKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/NgoLTPTMP23,
author = {Duc{-}Minh Ngo and
Dominic Lightbody and
Andriy Temko and
Cuong Pham{-}Quoc and
Ngoc{-}Thinh Tran and
Colin C. Murphy and
Emanuel M. Popovici},
title = {{HH-NIDS:} Heterogeneous Hardware-Based Network Intrusion Detection
Framework for IoT Security},
journal = {Future Internet},
volume = {15},
number = {1},
pages = {9},
year = {2023},
url = {https://doi.org/10.3390/fi15010009},
doi = {10.3390/FI15010009},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fi/NgoLTPTMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/RangelovLBBDTB23,
author = {Denis Rangelov and
Philipp L{\"{a}}mmel and
Lisa Brunzel and
Stephan Borgert and
Paul L. Darius and
Nikolay Tcholtchev and
Michell Boerger},
title = {Towards an Integrated Methodology and Toolchain for Machine Learning-Based
Intrusion Detection in Urban IoT Networks and Platforms},
journal = {Future Internet},
volume = {15},
number = {3},
pages = {98},
year = {2023},
url = {https://doi.org/10.3390/fi15030098},
doi = {10.3390/FI15030098},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fi/RangelovLBBDTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-com/FarahCA23,
author = {Khamsa Farah and
Karim Chabir and
Mohamed Naceur Abdelkrim},
title = {High level Petri nets-based proposal of an integrated intrusion detection
and prevention mechanism in network controlled systems},
journal = {{IET} Commun.},
volume = {17},
number = {4},
pages = {469--477},
year = {2023},
url = {https://doi.org/10.1049/cmu2.12557},
doi = {10.1049/CMU2.12557},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-com/FarahCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaacs/DengY23,
author = {Hongli Deng and
Tao Yang},
title = {Real time detection of intrusion trace information in sensor network
based on Bayesian belief network},
journal = {Int. J. Auton. Adapt. Commun. Syst.},
volume = {16},
number = {1},
pages = {48--65},
year = {2023},
url = {https://doi.org/10.1504/IJAACS.2023.10052877},
doi = {10.1504/IJAACS.2023.10052877},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaacs/DengY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaacs/ZhaoCHQZ23,
author = {Yun Zhao and
Ziwen Cai and
Tao Huang and
Bin Qian and
Mi Zhou},
title = {Heuristic positioning method for intrusion nodes in sensor networks
based on quantum annealing algorithm},
journal = {Int. J. Auton. Adapt. Commun. Syst.},
volume = {16},
number = {5},
pages = {436--450},
year = {2023},
url = {https://doi.org/10.1504/IJAACS.2023.134094},
doi = {10.1504/IJAACS.2023.134094},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijaacs/ZhaoCHQZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijccbs/GowthamiP23,
author = {G. Gowthami and
S. Silvia Priscila},
title = {Tuna swarm optimisation-based feature selection and deep multimodal-sequential-hierarchical
progressive network for network intrusion detection approach},
journal = {Int. J. Crit. Comput. Based Syst.},
volume = {10},
number = {4},
pages = {355--374},
year = {2023},
url = {https://doi.org/10.1504/IJCCBS.2023.136338},
doi = {10.1504/IJCCBS.2023.136338},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijccbs/GowthamiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/AwotundeAPGBB23,
author = {Joseph Bamidele Awotunde and
Femi Emmanuel Ayo and
Ranjit Panigrahi and
Amik Garg and
Akash Kumar Bhoi and
Paolo Barsocchi},
title = {A Multi-level Random Forest Model-Based Intrusion Detection Using
Fuzzy Inference System for Internet of Things Networks},
journal = {Int. J. Comput. Intell. Syst.},
volume = {16},
number = {1},
pages = {31},
year = {2023},
url = {https://doi.org/10.1007/s44196-023-00205-w},
doi = {10.1007/S44196-023-00205-W},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/AwotundeAPGBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/EssaGM23,
author = {Mohamed Saied Essa and
Shawkat K. Guirguis and
Magda M. Madbouly},
title = {A Comparative Study of Using Boosting-Based Machine Learning Algorithms
for IoT Network Intrusion Detection},
journal = {Int. J. Comput. Intell. Syst.},
volume = {16},
number = {1},
pages = {177},
year = {2023},
url = {https://doi.org/10.1007/s44196-023-00355-x},
doi = {10.1007/S44196-023-00355-X},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/EssaGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsn/LiLW23,
author = {Qingfeng Li and
Bo Li and
Linzhi Wen},
title = {An Intrusion Detection Model Based on Feature Selection and Improved
One-Dimensional Convolutional Neural Network},
journal = {Int. J. Distributed Sens. Networks},
volume = {2023},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1155/2023/1982173},
doi = {10.1155/2023/1982173},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsn/LiLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijics/PatelMW23,
author = {N. D. Patel and
B. M. Mehtre and
Rajeev Wankar},
title = {Artificial neural network-based intrusion detection system using multi-objective
genetic algorithm},
journal = {Int. J. Inf. Comput. Secur.},
volume = {21},
number = {3/4},
pages = {320--335},
year = {2023},
url = {https://doi.org/10.1504/IJICS.2023.132726},
doi = {10.1504/IJICS.2023.132726},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijics/PatelMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiei/SinghV23,
author = {C. Edwin Singh and
S. Maria Celestin Vigila},
title = {An investigation of machine learning-based intrusion detection system
in mobile ad hoc network},
journal = {Int. J. Intell. Eng. Informatics},
volume = {11},
number = {1},
pages = {54--70},
year = {2023},
url = {https://doi.org/10.1504/IJIEI.2023.130704},
doi = {10.1504/IJIEI.2023.130704},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijiei/SinghV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijim/ChitraSR23,
author = {N. Chitra and
Safinaz S. and
K. Bhanu Rekha},
title = {Divergence Based Feature Selection for Pattern Recognizing of the
Performance of Intrusion Detection in Mobile Communications Merged
with the Computer Communication Networks},
journal = {Int. J. Interact. Mob. Technol.},
volume = {17},
number = {4},
pages = {75--88},
year = {2023},
url = {https://doi.org/10.3991/ijim.v17i04.37733},
doi = {10.3991/IJIM.V17I04.37733},
timestamp = {Mon, 14 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijim/ChitraSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/AliMDUMMM23,
author = {Muhammad Ali and
Mansoor{-}ul{-}haque and
Muhammad Hanif Durad and
Anila Usman and
Syed Muhammad Mohsin and
Hana Mujlid and
Carsten Maple},
title = {Effective network intrusion detection using stacking-based ensemble
approach},
journal = {Int. J. Inf. Sec.},
volume = {22},
number = {6},
pages = {1781--1798},
year = {2023},
url = {https://doi.org/10.1007/s10207-023-00718-7},
doi = {10.1007/S10207-023-00718-7},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijisec/AliMDUMMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/MazumderKSIA23,
author = {Md. Mumtahin Habib Ullah Mazumder and
Md. Eusha Kadir and
Sadia Sharmin and
Md. Shariful Islam and
Muhammad Mahbub Alam},
title = {cFEM: a cluster based feature extraction method for network intrusion
detection},
journal = {Int. J. Inf. Sec.},
volume = {22},
number = {5},
pages = {1355--1369},
year = {2023},
url = {https://doi.org/10.1007/s10207-023-00694-y},
doi = {10.1007/S10207-023-00694-Y},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/MazumderKSIA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/MohamedE23,
author = {Safa Mohamed and
Ridha Ejbali},
title = {Deep SARSA-based reinforcement learning approach for anomaly network
intrusion detection system},
journal = {Int. J. Inf. Sec.},
volume = {22},
number = {1},
pages = {235--247},
year = {2023},
url = {https://doi.org/10.1007/s10207-022-00634-2},
doi = {10.1007/S10207-022-00634-2},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijisec/MohamedE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitsa/FanY23,
author = {Xingliang Fan and
Ruimei Yang},
title = {A Network Intrusion Detection Method Based on Improved Bi-LSTM in
Internet of Things Environment},
journal = {Int. J. Inf. Technol. Syst. Approach},
volume = {16},
number = {3},
pages = {1--14},
year = {2023},
url = {https://doi.org/10.4018/ijitsa.319737},
doi = {10.4018/IJITSA.319737},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitsa/FanY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeWSX23,
author = {Jiaxing He and
Xiaodan Wang and
Yafei Song and
Qian Xiang},
title = {A multiscale intrusion detection system based on pyramid depthwise
separable convolution neural network},
journal = {Neurocomputing},
volume = {530},
pages = {48--59},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.072},
doi = {10.1016/J.NEUCOM.2023.01.072},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HeWSX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsc/DeelipK23,
author = {Mali Shrikant Deelip and
Govinda Kannayaram},
title = {ExpSFROA-Based {DRN:} Exponential Sunflower Rider Optimization Algorithm-Driven
Deep Residual Network for the Intrusion Detection in IOT-Based Plant
Disease Monitoring},
journal = {Int. J. Semantic Comput.},
volume = {17},
number = {1},
pages = {5--31},
year = {2023},
url = {https://doi.org/10.1142/S1793351X22400165},
doi = {10.1142/S1793351X22400165},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsc/DeelipK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsn/ZhangYSLG23,
author = {Hehui Zhang and
Yong Yang and
Xi Song and
Wenhui Li and
Shuqiang Guo},
title = {An abnormal intrusion detection method based on self-organising model},
journal = {Int. J. Secur. Networks},
volume = {18},
number = {2},
pages = {117--124},
year = {2023},
url = {https://doi.org/10.1504/IJSN.2023.131598},
doi = {10.1504/IJSN.2023.131598},
timestamp = {Wed, 05 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsn/ZhangYSLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ThakkarL23,
author = {Ankit Thakkar and
Ritika Lohiya},
title = {Fusion of statistical importance for feature selection in Deep Neural
Network-based Intrusion Detection System},
journal = {Inf. Fusion},
volume = {90},
pages = {353--363},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2022.09.026},
doi = {10.1016/J.INFFUS.2022.09.026},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/ThakkarL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/SongWHJ23,
author = {Jiaming Song and
Xiaojuan Wang and
Mingshu He and
Lei Jin},
title = {{CSK-CNN:} Network Intrusion Detection Model Based on Two-Layer Convolution
Neural Network for Handling Imbalanced Dataset},
journal = {Inf.},
volume = {14},
number = {2},
pages = {130},
year = {2023},
url = {https://doi.org/10.3390/info14020130},
doi = {10.3390/INFO14020130},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/information/SongWHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iot/GaberATAHL23,
author = {Tarek Gaber and
Joseph Bamidele Awotunde and
Mohamed Torky and
Sunday Adeola Ajagbe and
Mohammad Hammoudeh and
Wei Li},
title = {Metaverse-IDS: Deep learning-based intrusion detection system for
Metaverse-IoT networks},
journal = {Internet Things},
volume = {24},
pages = {100977},
year = {2023},
url = {https://doi.org/10.1016/j.iot.2023.100977},
doi = {10.1016/J.IOT.2023.100977},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iot/GaberATAHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/GyamfiJ23,
author = {Eric Gyamfi and
Anca Delia Jurcut},
title = {Novel Online Network Intrusion Detection System for Industrial IoT
Based on {OI-SVDD} and {AS-ELM}},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {5},
pages = {3827--3839},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3172393},
doi = {10.1109/JIOT.2022.3172393},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/GyamfiJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/HeCTWL23,
author = {Xiaoqiang He and
Qianbin Chen and
Lun Tang and
Weili Wang and
Tong Liu},
title = {CGAN-Based Collaborative Intrusion Detection for {UAV} Networks: {A}
Blockchain-Empowered Distributed Federated Learning Approach},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {1},
pages = {120--132},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3200121},
doi = {10.1109/JIOT.2022.3200121},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/HeCTWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/HeCTWLLLL23,
author = {Xiaoqiang He and
Qianbin Chen and
Lun Tang and
Weili Wang and
Tong Liu and
Li Li and
Qinghai Liu and
Jia Luo},
title = {Federated Continuous Learning Based on Stacked Broad Learning System
Assisted by Digital Twin Networks: An Incremental Learning Approach
for Intrusion Detection in {UAV} Networks},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {22},
pages = {19825--19838},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2023.3282648},
doi = {10.1109/JIOT.2023.3282648},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/HeCTWLLLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ParkLKPKH23,
author = {Cheolhee Park and
Jonghoon Lee and
Youngsoo Kim and
Jong{-}Geun Park and
Hyunjin Kim and
Dowon Hong},
title = {An Enhanced AI-Based Network Intrusion Detection System Using Generative
Adversarial Networks},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {3},
pages = {2330--2345},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3211346},
doi = {10.1109/JIOT.2022.3211346},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ParkLKPKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ShahriarXMLH23,
author = {Md Hasan Shahriar and
Yang Xiao and
Pablo Moriano and
Wenjing Lou and
Y. Thomas Hou},
title = {CANShield: Deep-Learning-Based Intrusion Detection Framework for Controller
Area Networks at the Signal Level},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {24},
pages = {22111--22127},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2023.3303271},
doi = {10.1109/JIOT.2023.3303271},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ShahriarXMLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ThakkarL23,
author = {Ankit Thakkar and
Ritika Lohiya},
title = {Attack Classification of Imbalanced Intrusion Data for IoT Network
Using Ensemble-Learning-Based Deep Neural Network},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {13},
pages = {11888--11895},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2023.3244810},
doi = {10.1109/JIOT.2023.3244810},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ThakkarL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotm/RaviPA23,
author = {Vinayakumar Ravi and
Tuan D. Pham and
Mamoun Alazab},
title = {Deep Learning-Based Network Intrusion Detection System for Internet
of Medical Things},
journal = {{IEEE} Internet Things Mag.},
volume = {6},
number = {2},
pages = {50--54},
year = {2023},
url = {https://doi.org/10.1109/IOTM.001.2300021},
doi = {10.1109/IOTM.001.2300021},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotm/RaviPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotm/ViegasST23,
author = {Eduardo K. Viegas and
Altair O. Santin and
Pietro Tedeschi},
title = {Toward a Reliable Evaluation of Machine Learning Schemes for Network-Based
Intrusion Detection},
journal = {{IEEE} Internet Things Mag.},
volume = {6},
number = {2},
pages = {70--75},
year = {2023},
url = {https://doi.org/10.1109/IOTM.001.2300106},
doi = {10.1109/IOTM.001.2300106},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotm/ViegasST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/DuyKHHP23,
author = {Phan The Duy and
Nghi Hoang Khoa and
Do Thi Thu Hien and
Hien Do Hoang and
Van{-}Hau Pham},
title = {Investigating on the robustness of flow-based intrusion detection
system against adversarial samples using Generative Adversarial Networks},
journal = {J. Inf. Secur. Appl.},
volume = {74},
pages = {103472},
year = {2023},
url = {https://doi.org/10.1016/j.jisa.2023.103472},
doi = {10.1016/J.JISA.2023.103472},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/istr/DuyKHHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itl/SuiL23,
author = {Qingru Sui and
Xiaoyan Liu},
title = {Edge computing and AIoT based network intrusion detection mechanism},
journal = {Internet Technol. Lett.},
volume = {6},
number = {5},
year = {2023},
url = {https://doi.org/10.1002/itl2.324},
doi = {10.1002/ITL2.324},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/itl/SuiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itpro/EssaG23,
author = {Mohamed Saied Essa and
Shawkat Kamal Guirguis},
title = {Evaluation of Tree-Based Machine Learning Algorithms for Network Intrusion
Detection in the Internet of Things},
journal = {{IT} Prof.},
volume = {25},
number = {5},
pages = {45--56},
year = {2023},
url = {https://doi.org/10.1109/MITP.2023.3303919},
doi = {10.1109/MITP.2023.3303919},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/itpro/EssaG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/AlsarhanAAA023,
author = {Ayoub Alsarhan and
Mohammad Alauthman and
Esra'a Alshdaifat and
Abdel{-}Rahman Al{-}Ghuwairi and
Ahmed Al{-}Dubai},
title = {Machine Learning-driven optimization for SVM-based intrusion detection
system in vehicular ad hoc networks},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {14},
number = {5},
pages = {6113--6122},
year = {2023},
url = {https://doi.org/10.1007/s12652-021-02963-x},
doi = {10.1007/S12652-021-02963-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/AlsarhanAAA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/GhanbarzadehHG23,
author = {Reza Ghanbarzadeh and
Ali Hosseinalipour and
Ali Ghaffari},
title = {A novel network intrusion detection method based on metaheuristic
optimisation algorithms},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {14},
number = {6},
pages = {7575--7592},
year = {2023},
url = {https://doi.org/10.1007/s12652-023-04571-3},
doi = {10.1007/S12652-023-04571-3},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/GhanbarzadehHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/RenZZSZ23,
author = {Kezhou Ren and
Yifan Zeng and
Yuanfu Zhong and
Biao Sheng and
Yingchao Zhang},
title = {{MAFSIDS:} a reinforcement learning-based intrusion detection model
for multi-agent feature selection networks},
journal = {J. Big Data},
volume = {10},
number = {1},
pages = {137},
year = {2023},
url = {https://doi.org/10.1186/s40537-023-00814-4},
doi = {10.1186/S40537-023-00814-4},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/RenZZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/YinJXSZSK23,
author = {Yuhua Yin and
Julian Jang{-}Jaccard and
Wen Xu and
Amardeep Singh and
Jinting Zhu and
Fariza Sabrina and
Jin Kwak},
title = {{IGRF-RFE:} a hybrid feature selection method for MLP-based network
intrusion detection on {UNSW-NB15} dataset},
journal = {J. Big Data},
volume = {10},
number = {1},
pages = {15},
year = {2023},
url = {https://doi.org/10.1186/s40537-023-00694-8},
doi = {10.1186/S40537-023-00694-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/YinJXSZSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsc/DingWCL23,
author = {Defeng Ding and
Yehua Wei and
Can Cheng and
Jing Long},
title = {Intrusion Detection for In-Vehicle {CAN} Bus Based on Lightweight
Neural Network},
journal = {J. Circuits Syst. Comput.},
volume = {32},
number = {7},
pages = {2350110:1--2350110:16},
year = {2023},
url = {https://doi.org/10.1142/S0218126623501104},
doi = {10.1142/S0218126623501104},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcsc/DingWCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsm/Zhang23a,
author = {Junlin Zhang},
title = {{WSN} Network Node Malicious Intrusion Detection Method Based on Reputation
Score},
journal = {J. Cyber Secur. Mobil.},
volume = {12},
number = {1},
pages = {55--76},
year = {2023},
url = {https://doi.org/10.13052/jcsm2245-1439.1213},
doi = {10.13052/JCSM2245-1439.1213},
timestamp = {Sat, 25 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcsm/Zhang23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdm/LakhotiaDSS23,
author = {Parul Lakhotia and
Rinky Dwivedi and
Deepak Kumar Sharma and
Nonita Sharma},
title = {Intrusion Detection System for IoE-Based Medical Networks},
journal = {J. Database Manag.},
volume = {34},
number = {2},
pages = {1--18},
year = {2023},
url = {https://doi.org/10.4018/jdm.321465},
doi = {10.4018/JDM.321465},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdm/LakhotiaDSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jece/X23ak,
title = {Retracted: Intrusion Detection-Data Security Protection Scheme Based
on Particle Swarm-BP Network Algorithm in Cloud Computing Environment},
journal = {J. Electr. Comput. Eng.},
volume = {2023},
pages = {9853289:1--9853289:1},
year = {2023},
url = {https://doi.org/10.1155/2023/9853289},
doi = {10.1155/2023/9853289},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jece/X23ak.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/SakthiK23,
author = {K. Sakthi and
P. Nirmal Kumar},
title = {A novel attention-based feature learning and optimal deep learning
approach for network intrusion detection},
journal = {J. Intell. Fuzzy Syst.},
volume = {45},
number = {3},
pages = {5123--5140},
year = {2023},
url = {https://doi.org/10.3233/JIFS-231758},
doi = {10.3233/JIFS-231758},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/SakthiK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmm/AmaranMJ23,
author = {Sibi Amaran and
Ramalingam Madhan Mohan and
Rethnaraj Jebakumar},
title = {Optimal Machine Learning Based Intrusion Detection System in Wireless
Sensor Networks for Surveillance Applications},
journal = {J. Mobile Multimedia},
volume = {19},
number = {2},
pages = {437--450},
year = {2023},
url = {https://doi.org/10.13052/jmm1550-4646.1924},
doi = {10.13052/JMM1550-4646.1924},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmm/AmaranMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/KhanIIJK23,
author = {Murad{-}Ali Khan and
Naeem Iqbal and
Imran and
Harun Jamil and
Do{-}Hyeun Kim},
title = {An optimized ensemble prediction model using AutoML based on soft
voting classifier for network intrusion detection},
journal = {J. Netw. Comput. Appl.},
volume = {212},
pages = {103560},
year = {2023},
url = {https://doi.org/10.1016/j.jnca.2022.103560},
doi = {10.1016/J.JNCA.2022.103560},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnca/KhanIIJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/VoDN23,
author = {Hoang V. Vo and
Hanh Phuong Du and
Hoa Ngoc Nguyen},
title = {AI-powered intrusion detection in large-scale traffic networks based
on flow sensing strategy and parallel deep analysis},
journal = {J. Netw. Comput. Appl.},
volume = {220},
pages = {103735},
year = {2023},
url = {https://doi.org/10.1016/j.jnca.2023.103735},
doi = {10.1016/J.JNCA.2023.103735},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/VoDN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/YaoSZ23,
author = {Wei Yao and
Han Shi and
Hai Zhao},
title = {Scalable anomaly-based intrusion detection for secure Internet of
Things using generative adversarial networks in fog environment},
journal = {J. Netw. Comput. Appl.},
volume = {214},
pages = {103622},
year = {2023},
url = {https://doi.org/10.1016/j.jnca.2023.103622},
doi = {10.1016/J.JNCA.2023.103622},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnca/YaoSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnsm/AzarSMHE23,
author = {Ahmad Taher Azar and
Esraa Shehab and
Ahmed M. Mattar and
Ibrahim A. Hameed and
Shaimaa Ahmed El{-}Said},
title = {Deep Learning Based Hybrid Intrusion Detection Systems to Protect
Satellite Networks},
journal = {J. Netw. Syst. Manag.},
volume = {31},
number = {4},
pages = {82},
year = {2023},
url = {https://doi.org/10.1007/s10922-023-09767-8},
doi = {10.1007/S10922-023-09767-8},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnsm/AzarSMHE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnsm/SarhanLMP23,
author = {Mohanad Sarhan and
Siamak Layeghy and
Nour Moustafa and
Marius Portmann},
title = {Cyber Threat Intelligence Sharing Scheme Based on Federated Learning
for Network Intrusion Detection},
journal = {J. Netw. Syst. Manag.},
volume = {31},
number = {1},
pages = {3},
year = {2023},
url = {https://doi.org/10.1007/s10922-022-09691-3},
doi = {10.1007/S10922-022-09691-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnsm/SarhanLMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnsm/Shiomoto23,
author = {Kohei Shiomoto},
title = {Network Intrusion Detection System Based on an Adversarial Auto-Encoder
with Few Labeled Training Samples},
journal = {J. Netw. Syst. Manag.},
volume = {31},
number = {1},
pages = {5},
year = {2023},
url = {https://doi.org/10.1007/s10922-022-09698-w},
doi = {10.1007/S10922-022-09698-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jnsm/Shiomoto23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/AsgharzadehGMG23,
author = {Hossein Asgharzadeh and
Ali Ghaffari and
Mohammad Masdari and
Farhad Soleimanian Gharehchopogh},
title = {Anomaly-based intrusion detection system in the Internet of Things
using a convolutional neural network and multi-objective enhanced
Capuchin Search Algorithm},
journal = {J. Parallel Distributed Comput.},
volume = {175},
pages = {1--21},
year = {2023},
url = {https://doi.org/10.1016/j.jpdc.2022.12.009},
doi = {10.1016/J.JPDC.2022.12.009},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/AsgharzadehGMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jrie/HosseiniS23,
author = {Soodeh Hosseini and
Saman Rafiee Sardo},
title = {Network intrusion detection based on deep learning method in internet
of thing},
journal = {J. Reliab. Intell. Environ.},
volume = {9},
number = {2},
pages = {147--159},
year = {2023},
url = {https://doi.org/10.1007/s40860-021-00169-8},
doi = {10.1007/S40860-021-00169-8},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jrie/HosseiniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/AwadF23,
author = {Mohammed Awad and
Salam Fraihat},
title = {Recursive Feature Elimination with Cross-Validation with Decision
Tree: Feature Selection Method for Machine Learning-Based Intrusion
Detection Systems},
journal = {J. Sens. Actuator Networks},
volume = {12},
number = {5},
pages = {67},
year = {2023},
url = {https://doi.org/10.3390/jsan12050067},
doi = {10.3390/JSAN12050067},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsan/AwadF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/ElsayedHHAE23,
author = {Rania A. Elsayed and
Reem Hamada and
Mohammad Hammoudeh and
Mahmoud I. Abdalla and
Shaimaa Ahmed Elsaid},
title = {A Hierarchical Deep Learning-Based Intrusion Detection Architecture
for Clustered Internet of Things},
journal = {J. Sens. Actuator Networks},
volume = {12},
number = {1},
pages = {3},
year = {2023},
url = {https://doi.org/10.3390/jsan12010003},
doi = {10.3390/JSAN12010003},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsan/ElsayedHHAE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/SawafiTH23,
author = {Yahya Al Sawafi and
Abderezak Touzene and
Rachid Hedjam},
title = {Hybrid Deep Learning-Based Intrusion Detection System for {RPL} IoT
Networks},
journal = {J. Sens. Actuator Networks},
volume = {12},
number = {2},
pages = {21},
year = {2023},
url = {https://doi.org/10.3390/jsan12020021},
doi = {10.3390/JSAN12020021},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsan/SawafiTH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LayeghyBP23,
author = {Siamak Layeghy and
Mahsa Baktashmotlagh and
Marius Portmann},
title = {{DI-NIDS:} Domain invariant network intrusion detection system},
journal = {Knowl. Based Syst.},
volume = {273},
pages = {110626},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110626},
doi = {10.1016/J.KNOSYS.2023.110626},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LayeghyBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/NguyenK23,
author = {Hoang Nguyen and
Rasha F. Kashef},
title = {{TS-IDS:} Traffic-aware self-supervised learning for IoT Network Intrusion
Detection},
journal = {Knowl. Based Syst.},
volume = {279},
pages = {110966},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110966},
doi = {10.1016/J.KNOSYS.2023.110966},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/NguyenK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mam/KilincerTES23,
author = {Ilhan Firat Kilincer and
Turker Tuncer and
Fatih Ertam and
Abdulkadir Seng{\"{u}}r},
title = {{SPA-IDS:} An intelligent intrusion detection system based on vertical
mode decomposition and iterative feature selection in computer networks},
journal = {Microprocess. Microsystems},
volume = {96},
pages = {104752},
year = {2023},
url = {https://doi.org/10.1016/j.micpro.2022.104752},
doi = {10.1016/J.MICPRO.2022.104752},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mam/KilincerTES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mdpinetwork/RashidKERSE23,
author = {Md. Mamunur Rashid and
Shahriar Usman Khan and
Fariha Eusufzai and
Md. Azharuddin Redwan and
Saifur Rahman Sabuj and
Mahmoud A. El{-}Sharief},
title = {A Federated Learning-Based Approach for Improving Intrusion Detection
in Industrial Internet of Things Networks},
journal = {Network},
volume = {3},
number = {1},
pages = {158--179},
year = {2023},
url = {https://doi.org/10.3390/network3010008},
doi = {10.3390/NETWORK3010008},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mdpinetwork/RashidKERSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MuhammadMSK23,
author = {Ali Muhammad and
Iqbal Murtza and
Ayesha Saadia and
Kashif Kifayat},
title = {Cortex-inspired ensemble based network intrusion detection system},
journal = {Neural Comput. Appl.},
volume = {35},
number = {21},
pages = {15415--15428},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08561-6},
doi = {10.1007/S00521-023-08561-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/MuhammadMSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SivamohanS23,
author = {Sivanandam Sivamohan and
S. S. Sridhar},
title = {An optimized model for network intrusion detection systems in industry
4.0 using {XAI} based Bi-LSTM framework},
journal = {Neural Comput. Appl.},
volume = {35},
number = {15},
pages = {11459--11475},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08319-0},
doi = {10.1007/S00521-023-08319-0},
timestamp = {Fri, 28 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/SivamohanS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SoleymanzadehK23,
author = {Raha Soleymanzadeh and
Rasha F. Kashef},
title = {Efficient intrusion detection using multi-player generative adversarial
networks (GANs): an ensemble-based deep learning architecture},
journal = {Neural Comput. Appl.},
volume = {35},
number = {17},
pages = {12545--12563},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08398-z},
doi = {10.1007/S00521-023-08398-Z},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/SoleymanzadehK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/WangLCWZ23,
author = {Yuhang Wang and
Yingxu Lai and
Ye Chen and
Jingwen Wei and
Zhaoyi Zhang},
title = {Transfer learning-based self-learning intrusion detection system for
in-vehicle networks},
journal = {Neural Comput. Appl.},
volume = {35},
number = {14},
pages = {10257--10273},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08233-5},
doi = {10.1007/S00521-023-08233-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/WangLCWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZavrakI23,
author = {Sultan Zavrak and
Murat Iskefiyeli},
title = {Flow-based intrusion detection on software-defined networks: a multivariate
time series anomaly detection approach},
journal = {Neural Comput. Appl.},
volume = {35},
number = {16},
pages = {12175--12193},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08376-5},
doi = {10.1007/S00521-023-08376-5},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZavrakI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZavrakI23a,
author = {Sultan Zavrak and
Murat Iskefiyeli},
title = {Correction: Flow-based intrusion detection on software-defined networks:
a multivariate time series anomaly detection approach},
journal = {Neural Comput. Appl.},
volume = {35},
number = {24},
pages = {18091},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08711-w},
doi = {10.1007/S00521-023-08711-W},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZavrakI23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/KarthicK23,
author = {S. Karthic and
S. Manoj Kumar},
title = {Hybrid Optimized Deep Neural Network with Enhanced Conditional Random
Field Based Intrusion Detection on Wireless Sensor Network},
journal = {Neural Process. Lett.},
volume = {55},
number = {1},
pages = {459--479},
year = {2023},
url = {https://doi.org/10.1007/s11063-022-10892-9},
doi = {10.1007/S11063-022-10892-9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/KarthicK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/HoussiauSRSM23,
author = {Florimond Houssiau and
Piotr Sapiezynski and
Laura Radaelli and
Erez Shmueli and
Yves{-}Alexandre de Montjoye},
title = {Detrimental network effects in privacy: {A} graph-theoretic model
for node-based intrusions},
journal = {Patterns},
volume = {4},
number = {1},
pages = {100662},
year = {2023},
url = {https://doi.org/10.1016/j.patter.2022.100662},
doi = {10.1016/J.PATTER.2022.100662},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/HoussiauSRSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/LuoWZJLL23,
author = {Feng Luo and
Jiajia Wang and
Xuan Zhang and
Yifan Jiang and
Zhihao Li and
Cheng Luo},
title = {In-vehicle network intrusion detection systems: a systematic survey
of deep learning-based approaches},
journal = {PeerJ Comput. Sci.},
volume = {9},
pages = {e1648},
year = {2023},
url = {https://doi.org/10.7717/peerj-cs.1648},
doi = {10.7717/PEERJ-CS.1648},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/peerj-cs/LuoWZJLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ppna/ZhaoRWHC23,
author = {Guosheng Zhao and
Cai Ren and
Jian Wang and
Yuyan Huang and
Huan Chen},
title = {IoT intrusion detection model based on gated recurrent unit and residual
network},
journal = {Peer Peer Netw. Appl.},
volume = {16},
number = {4},
pages = {1887--1899},
year = {2023},
url = {https://doi.org/10.1007/s12083-023-01510-z},
doi = {10.1007/S12083-023-01510-Z},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ppna/ZhaoRWHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/puc/JothiP23,
author = {B. Jothi and
M. Pushpalatha},
title = {{WILS-TRS} - a novel optimized deep learning based intrusion detection
framework for IoT networks},
journal = {Pers. Ubiquitous Comput.},
volume = {27},
number = {3},
pages = {1285--1301},
year = {2023},
url = {https://doi.org/10.1007/s00779-021-01578-5},
doi = {10.1007/S00779-021-01578-5},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/puc/JothiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/WangLZHZWH23,
author = {Yalu Wang and
Jie Li and
Wei Zhao and
Zhijie Han and
Hang Zhao and
Lei Wang and
Xin He},
title = {{N-STGAT:} Spatio-Temporal Graph Neural Network Based Network Intrusion
Detection for Near-Earth Remote Sensing},
journal = {Remote. Sens.},
volume = {15},
number = {14},
pages = {3611},
year = {2023},
url = {https://doi.org/10.3390/rs15143611},
doi = {10.3390/RS15143611},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/WangLZHZWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/saem/SharmaSS23,
author = {Hanjabam Saratchandra Sharma and
Arindam Sarkar and
Moirangthem Marjit Singh},
title = {An efficient deep learning-based solution for network intrusion detection
in wireless sensor network},
journal = {Int. J. Syst. Assur. Eng. Manag.},
volume = {14},
number = {6},
pages = {2423--2446},
year = {2023},
url = {https://doi.org/10.1007/s13198-023-02090-0},
doi = {10.1007/S13198-023-02090-0},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/saem/SharmaSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sap/ZhangZ23,
author = {Jinfeng Zhang and
Dongdong Zhang},
title = {Internet of things network intrusion detection model based on quantum
artificial fish group and fuzzy kernel clustering algorithm},
journal = {Secur. Priv.},
volume = {6},
number = {2},
year = {2023},
url = {https://doi.org/10.1002/spy2.220},
doi = {10.1002/SPY2.220},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sap/ZhangZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AbosataAI23,
author = {Nasr Abosata and
Saba Al{-}Rubaye and
G{\"{o}}khan Inalhan},
title = {Customised Intrusion Detection for an Industrial IoT Heterogeneous
Network Based on Machine Learning Algorithms Called {FTL-CID}},
journal = {Sensors},
volume = {23},
number = {1},
pages = {321},
year = {2023},
url = {https://doi.org/10.3390/s23010321},
doi = {10.3390/S23010321},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/AbosataAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AbualiNA23,
author = {Khadija M. Abuali and
Liyth Nissirat and
Aida Al{-}Samawi},
title = {Advancing Network Security with {AI:} SVM-Based Deep Learning for
Intrusion Detection},
journal = {Sensors},
volume = {23},
number = {21},
pages = {8959},
year = {2023},
url = {https://doi.org/10.3390/s23218959},
doi = {10.3390/S23218959},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/AbualiNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AlHaddadBKEJ23,
author = {Ulaa AlHaddad and
Abdullah Basuhail and
Maher Khemakhem and
Fathy Elbouraey Eassa and
Kamal Mansur Jambi},
title = {Ensemble Model Based on Hybrid Deep Learning for Intrusion Detection
in Smart Grid Networks},
journal = {Sensors},
volume = {23},
number = {17},
pages = {7464},
year = {2023},
url = {https://doi.org/10.3390/s23177464},
doi = {10.3390/S23177464},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/AlHaddadBKEJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AlabsiAR23,
author = {Basim Ahmad Alabsi and
Mohammed Anbar and
Shaza Dawood Ahmed Rihan},
title = {Conditional Tabular Generative Adversarial Based Intrusion Detection
System for Detecting Ddos and Dos Attacks on the Internet of Things
Networks},
journal = {Sensors},
volume = {23},
number = {12},
pages = {5644},
year = {2023},
url = {https://doi.org/10.3390/s23125644},
doi = {10.3390/S23125644},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AlabsiAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AldhaheriA23,
author = {Sahar Aldhaheri and
Abeer Alhuzali},
title = {{SGAN-IDS:} Self-Attention-Based Generative Adversarial Network against
Intrusion Detection Systems},
journal = {Sensors},
volume = {23},
number = {18},
pages = {7796},
year = {2023},
url = {https://doi.org/10.3390/s23187796},
doi = {10.3390/S23187796},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/AldhaheriA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AljebreenASMDAD23,
author = {Mohammed Aljebreen and
Manal Abdullah Alohali and
Muhammad Kashif Saeed and
Heba Mohsen and
Mesfer Al Duhayyim and
Amgad Atta Abdelmageed and
Suhanda Drar and
Sitelbanat Abdelbagi},
title = {Binary Chimp Optimization Algorithm with {ML} Based Intrusion Detection
for Secure IoT-Assisted Wireless Sensor Networks},
journal = {Sensors},
volume = {23},
number = {8},
pages = {4073},
year = {2023},
url = {https://doi.org/10.3390/s23084073},
doi = {10.3390/S23084073},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AljebreenASMDAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/GouZZ23,
author = {Wanting Gou and
Haodi Zhang and
Ronghui Zhang},
title = {Multi-Classification and Tree-Based Ensemble Network for the Intrusion
Detection System in the Internet of Vehicles},
journal = {Sensors},
volume = {23},
number = {21},
pages = {8788},
year = {2023},
url = {https://doi.org/10.3390/s23218788},
doi = {10.3390/S23218788},
timestamp = {Sat, 20 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/GouZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KhanLK23,
author = {Junaid Khan and
Dae{-}Woon Lim and
Young{-}Sik Kim},
title = {Intrusion Detection System CAN-Bus In-Vehicle Networks Based on the
Statistical Characteristics of Attacks},
journal = {Sensors},
volume = {23},
number = {7},
pages = {3554},
year = {2023},
url = {https://doi.org/10.3390/s23073554},
doi = {10.3390/S23073554},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/KhanLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/Luo0ZWWW23,
author = {Feng Luo and
Zhenyu Yang and
Zhaojing Zhang and
Zitong Wang and
Bowen Wang and
Mingzhi Wu},
title = {A Multi-Layer Intrusion Detection System for SOME/IP-Based In-Vehicle
Network},
journal = {Sensors},
volume = {23},
number = {9},
pages = {4376},
year = {2023},
url = {https://doi.org/10.3390/s23094376},
doi = {10.3390/S23094376},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/Luo0ZWWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MaGH23,
author = {Wei Ma and
Chao Gou and
Yunyun Hou},
title = {Research on Adaptive 1DCNN Network Intrusion Detection Technology
Based on {BSGM} Mixed Sampling},
journal = {Sensors},
volume = {23},
number = {13},
pages = {6206},
year = {2023},
url = {https://doi.org/10.3390/s23136206},
doi = {10.3390/S23136206},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/MaGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/RaoB23,
author = {Yamarthi Narasimha Rao and
Kunda Suresh Babu},
title = {An Imbalanced Generative Adversarial Network-Based Approach for Network
Intrusion Detection in an Imbalanced Dataset},
journal = {Sensors},
volume = {23},
number = {1},
pages = {550},
year = {2023},
url = {https://doi.org/10.3390/s23010550},
doi = {10.3390/S23010550},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/RaoB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SalmanTHMMK23,
author = {Emad Hmood Salman and
Montadar Abas Taher and
Yousif I. Hammadi and
Omar Abdulkareem Mahmood and
Ammar Muthanna and
Andrey Koucheryavy},
title = {An Anomaly Intrusion Detection for High-Density Internet of Things
Wireless Communication Network Based Deep Learning Algorithms},
journal = {Sensors},
volume = {23},
number = {1},
pages = {206},
year = {2023},
url = {https://doi.org/10.3390/s23010206},
doi = {10.3390/S23010206},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/SalmanTHMMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TangLLBYY23,
author = {Bin Tang and
Yan Lu and
Qi Li and
Yueying Bai and
Jie Yu and
Xu Yu},
title = {A Diffusion Model Based on Network Intrusion Detection Method for
Industrial Cyber-Physical Systems},
journal = {Sensors},
volume = {23},
number = {3},
pages = {1141},
year = {2023},
url = {https://doi.org/10.3390/s23031141},
doi = {10.3390/S23031141},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/TangLLBYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WangHCT23,
author = {Yung{-}Chung Wang and
Yi{-}Chun Houng and
Han{-}Xuan Chen and
Shu{-}Ming Tseng},
title = {Network Anomaly Intrusion Detection Based on Deep Learning Approach},
journal = {Sensors},
volume = {23},
number = {4},
pages = {2171},
year = {2023},
url = {https://doi.org/10.3390/s23042171},
doi = {10.3390/S23042171},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/WangHCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZhangZWZ23,
author = {Rui Zhang and
Jing Zhang and
Qiqi Wang and
Hehe Zhang},
title = {{DOIDS:} An Intrusion Detection Scheme Based on {DBSCAN} for Opportunistic
Routing in Underwater Wireless Sensor Networks},
journal = {Sensors},
volume = {23},
number = {4},
pages = {2096},
year = {2023},
url = {https://doi.org/10.3390/s23042096},
doi = {10.3390/S23042096},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/ZhangZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/DeoreB23,
author = {Bhushan Deore and
Surendra Bhosale},
title = {Adaptive Dolphin Atom Search Optimization-Based {DRNN} for Network
Intrusion Detection System},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {5},
pages = {578},
year = {2023},
url = {https://doi.org/10.1007/s42979-023-02006-6},
doi = {10.1007/S42979-023-02006-6},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/DeoreB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/PatelVS23,
author = {Bimal Patel and
Jalpesh Vasa and
Parth Shah},
title = {Forwarding Neighbor Based Sink Reputed Trust Based Intrusion Detection
System to Mitigate Selective Forwarding Attack in {RPL} for IoT Networks},
journal = {{SN} Comput. Sci.},
volume = {4},
number = {4},
pages = {420},
year = {2023},
url = {https://doi.org/10.1007/s42979-023-01841-x},
doi = {10.1007/S42979-023-01841-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/PatelVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/MeddebJTK23,
author = {Rahma Meddeb and
Farah Jemili and
Bayrem Triki and
Ouajdi Korbaa},
title = {A deep learning-based intrusion detection approach for mobile Ad-hoc
network},
journal = {Soft Comput.},
volume = {27},
number = {14},
pages = {9425--9439},
year = {2023},
url = {https://doi.org/10.1007/s00500-023-08324-4},
doi = {10.1007/S00500-023-08324-4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/MeddebJTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/WangG23a,
author = {Shaorong Wang and
Long Guiling},
title = {Research on campus network security protection system framework based
on cloud data and intrusion detection algorithm},
journal = {Soft Comput.},
volume = {27},
number = {10},
pages = {6835--6844},
year = {2023},
url = {https://doi.org/10.1007/s00500-023-08115-x},
doi = {10.1007/S00500-023-08115-X},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/WangG23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/ChuaS23,
author = {Tuan{-}Hong Chua and
Iftekhar Salam},
title = {Evaluation of Machine Learning Algorithms in Network-Based Intrusion
Detection Using Progressive Dataset},
journal = {Symmetry},
volume = {15},
number = {6},
pages = {1251},
year = {2023},
url = {https://doi.org/10.3390/sym15061251},
doi = {10.3390/SYM15061251},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/ChuaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/systems/PerumalSANQ23,
author = {Ganeshkumar Perumal and
Gopalakrishnan Subburayalu and
Qaisar Abbas and
Syed Muhammad Naqi and
Imran Qureshi},
title = {VBQ-Net: {A} Novel Vectorization-Based Boost Quantized Network Model
for Maximizing the Security Level of IoT System to Prevent Intrusions},
journal = {Syst.},
volume = {11},
number = {8},
pages = {436},
year = {2023},
url = {https://doi.org/10.3390/systems11080436},
doi = {10.3390/SYSTEMS11080436},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/systems/PerumalSANQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/WeiCX23,
author = {Yehua Wei and
Can Cheng and
Guoqi Xie},
title = {{OFIDS} : Online Learning-Enabled and Fingerprint-Based Intrusion
Detection System in Controller Area Networks},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {20},
number = {6},
pages = {4607--4620},
year = {2023},
url = {https://doi.org/10.1109/TDSC.2022.3230501},
doi = {10.1109/TDSC.2022.3230501},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdsc/WeiCX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ChenZLFX23,
author = {Jiahui Chen and
Yi Zhao and
Qi Li and
Xuewei Feng and
Ke Xu},
title = {FedDef: Defense Against Gradient Leakage in Federated Learning-Based
Network Intrusion Detection Systems},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {18},
pages = {4561--4576},
year = {2023},
url = {https://doi.org/10.1109/TIFS.2023.3297369},
doi = {10.1109/TIFS.2023.3297369},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/ChenZLFX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/YuLXLLY23,
author = {Zhangwei Yu and
Yan Liu and
Guoqi Xie and
Renfa Li and
Siming Liu and
Laurence T. Yang},
title = {{TCE-IDS:} Time Interval Conditional Entropy- Based Intrusion Detection
System for Automotive Controller Area Networks},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {2},
pages = {1185--1195},
year = {2023},
url = {https://doi.org/10.1109/TII.2022.3202539},
doi = {10.1109/TII.2022.3202539},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tii/YuLXLLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ChouguleKCY23,
author = {Amit Chougule and
Varun Kohli and
Vinay Chamola and
Fei Richard Yu},
title = {Multibranch Reconstruction Error (MbRE) Intrusion Detection Architecture
for Intelligent Edge-Based Policing in Vehicular Ad-Hoc Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {11},
pages = {13068--13077},
year = {2023},
url = {https://doi.org/10.1109/TITS.2022.3201548},
doi = {10.1109/TITS.2022.3201548},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ChouguleKCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/WangXCSW23,
author = {Zhongru Wang and
Xinzhou Xie and
Lei Chen and
Shouyou Song and
Zhongjie Wang},
title = {Intrusion Detection and Network Information Security Based on Deep
Learning Algorithm in Urban Rail Transit Management System},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {2},
pages = {2135--2143},
year = {2023},
url = {https://doi.org/10.1109/TITS.2021.3127681},
doi = {10.1109/TITS.2021.3127681},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/WangXCSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/WangZSW23,
author = {Kai Wang and
Aiheng Zhang and
Haoran Sun and
Bailing Wang},
title = {Analysis of Recent Deep-Learning-Based Intrusion Detection Methods
for In-Vehicle Network},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {2},
pages = {1843--1854},
year = {2023},
url = {https://doi.org/10.1109/TITS.2022.3222486},
doi = {10.1109/TITS.2022.3222486},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/WangZSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ZhangGWTC23,
author = {Jiangjiang Zhang and
Bei Gong and
Muhammad Waqas and
Shanshan Tu and
Sheng Chen},
title = {Many-Objective Optimization Based Intrusion Detection for in-Vehicle
Network Security},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {12},
pages = {15051--15065},
year = {2023},
url = {https://doi.org/10.1109/TITS.2023.3296002},
doi = {10.1109/TITS.2023.3296002},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ZhangGWTC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/LiZLL23,
author = {Jieling Li and
Hao Zhang and
Zhihuang Liu and
Yanhua Liu},
title = {Network intrusion detection via tri-broad learning system based on
spatial-temporal granularity},
journal = {J. Supercomput.},
volume = {79},
number = {8},
pages = {9180--9205},
year = {2023},
url = {https://doi.org/10.1007/s11227-022-05025-x},
doi = {10.1007/S11227-022-05025-X},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/LiZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/YanZZSHY23,
author = {Fengru Yan and
Guanghua Zhang and
Dongwen Zhang and
Xinghua Sun and
Botao Hou and
Naiwen Yu},
title = {{TL-CNN-IDS:} transfer learning-based intrusion detection system using
convolutional neural network},
journal = {J. Supercomput.},
volume = {79},
number = {15},
pages = {17562--17584},
year = {2023},
url = {https://doi.org/10.1007/s11227-023-05347-4},
doi = {10.1007/S11227-023-05347-4},
timestamp = {Sun, 10 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/YanZZSHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/ZhangYHL23,
author = {Yichi Zhang and
Chunhua Yang and
Keke Huang and
Yonggang Li},
title = {Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed
Graph Neural Networks},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {10},
number = {5},
pages = {2894--2905},
year = {2023},
url = {https://doi.org/10.1109/TNSE.2022.3184975},
doi = {10.1109/TNSE.2022.3184975},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/ZhangYHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/AraujoFilhoNKFZ23,
author = {Paulo Freitas de Araujo{-}Filho and
Mohamed Naili and
Georges Kaddoum and
Emmanuel Thepie Fapi and
Zhongwen Zhu},
title = {Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional
Networks and Self-Attention},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {20},
number = {4},
pages = {4951--4963},
year = {2023},
url = {https://doi.org/10.1109/TNSM.2023.3260039},
doi = {10.1109/TNSM.2023.3260039},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnsm/AraujoFilhoNKFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/DengZPZLX23,
author = {Xiaoheng Deng and
Jincai Zhu and
Xinjun Pei and
Lan Zhang and
Zhen Ling and
Kaiping Xue},
title = {Flow Topology-Based Graph Convolutional Network for Intrusion Detection
in Label-Limited IoT Networks},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {20},
number = {1},
pages = {684--696},
year = {2023},
url = {https://doi.org/10.1109/TNSM.2022.3213807},
doi = {10.1109/TNSM.2022.3213807},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/DengZPZLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/TuWBYA23,
author = {Shanshan Tu and
Muhammad Waqas and
Akhtar Badshah and
Mingxi Yin and
Ghulam Abbas},
title = {Network Intrusion Detection System {(NIDS)} Based on Pseudo-Siamese
Stacked Autoencoders in Fog Computing},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {16},
number = {6},
pages = {4317--4327},
year = {2023},
url = {https://doi.org/10.1109/TSC.2023.3319953},
doi = {10.1109/TSC.2023.3319953},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsc/TuWBYA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vcomm/ShamsRU23,
author = {Erfan A. Shams and
Ahmet Rizaner and
Ali Hakan Ulusoy},
title = {Flow-based intrusion detection system in Vehicular Ad hoc Network
using context-aware feature extraction},
journal = {Veh. Commun.},
volume = {41},
pages = {100585},
year = {2023},
url = {https://doi.org/10.1016/j.vehcom.2023.100585},
doi = {10.1016/J.VEHCOM.2023.100585},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vcomm/ShamsRU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/MaLG23,
author = {Xiaoxue Ma and
Yun Li and
Yan Gao},
title = {Decision model of intrusion response based on markov game in fog computing
environment},
journal = {Wirel. Networks},
volume = {29},
number = {8},
pages = {3383--3392},
year = {2023},
url = {https://doi.org/10.1007/s11276-023-03382-w},
doi = {10.1007/S11276-023-03382-W},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/winet/MaLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/ShailajaSTGBP23,
author = {K. Shailaja and
B. Srinivasulu and
Lingala Thirupathi and
Rekha Gangula and
Thejoramnaresh Reddy Boya and
Vemulamma Polem},
title = {An Intelligent Deep Feature Based Intrusion Detection System for Network
Applications},
journal = {Wirel. Pers. Commun.},
volume = {129},
number = {1},
pages = {345--370},
year = {2023},
url = {https://doi.org/10.1007/s11277-022-10100-w},
doi = {10.1007/S11277-022-10100-W},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wpc/ShailajaSTGBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/Wang0LLG23,
author = {Yiwen Wang and
Lei Xu and
Wanli Liu and
Rongzhen Li and
Junjie Gu},
title = {Network Intrusion Detection Based on Explainable Artificial Intelligence},
journal = {Wirel. Pers. Commun.},
volume = {131},
number = {2},
pages = {1115--1130},
year = {2023},
url = {https://doi.org/10.1007/s11277-023-10472-7},
doi = {10.1007/S11277-023-10472-7},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/Wang0LLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acns/FrijiOS23,
author = {Hamdi Friji and
Alexis Olivereau and
Mireille Sarkiss},
editor = {Mehdi Tibouchi and
Xiaofeng Wang},
title = {Efficient Network Representation for GNN-Based Intrusion Detection},
booktitle = {Applied Cryptography and Network Security - 21st International Conference,
{ACNS} 2023, Kyoto, Japan, June 19-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13905},
pages = {532--554},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33488-7\_20},
doi = {10.1007/978-3-031-33488-7\_20},
timestamp = {Fri, 02 Jun 2023 14:41:32 +0200},
biburl = {https://dblp.org/rec/conf/acns/FrijiOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acr/RaisKNK23,
author = {Rao Naveed Bin Rais and
Osman Khalid and
Jazib{-}e Nazar and
Muhammad Usman Shahid Khan},
editor = {Kevin Daimi and
Abeer Alsadoon},
title = {Analysis of Intrusion Detection Using Ensemble Stacking-Based Machine
Learning Techniques in IoT Networks},
booktitle = {Proceedings of the 2023 International Conference on Advances in Computing
Research (ACR'23), Orlando, FL, USA, 8-10 May 2023},
series = {Lecture Notes in Networks and Systems},
volume = {700},
pages = {329--344},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33743-7\_27},
doi = {10.1007/978-3-031-33743-7\_27},
timestamp = {Mon, 21 Aug 2023 08:35:10 +0200},
biburl = {https://dblp.org/rec/conf/acr/RaisKNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/AlalmaieNH23,
author = {Abeer Z. Alalmaie and
Priyadarsi Nanda and
Xiangjian He},
title = {Zero Trust Network Intrusion Detection System {(NIDS)} using Auto
Encoder for Attention-based CNN-BiLSTM},
booktitle = {Proceedings of the 2023 Australasian Computer Science Week, {ACSW}
2023, Melbourne, VIC, Australia, 30 January 2023- 3 February 2023},
pages = {1--9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3579375.3579376},
doi = {10.1145/3579375.3579376},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsw/AlalmaieNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LiuCQ23,
author = {Wanxiao Liu and
Jue Chen and
Xihe Qiu},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {{CRNN-SA:} {A} Network Intrusion Detection Method Based on Deep Learning},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14177},
pages = {471--485},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46664-9\_32},
doi = {10.1007/978-3-031-46664-9\_32},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/LiuCQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/BahlaliB23,
author = {Ahmed Ramzi Bahlali and
Abdelmalik Bachir},
editor = {Leonard Barolli},
title = {Machine Learning Anomaly-Based Network Intrusion Detection: Experimental
Evaluation},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 37th International Conference on Advanced Information Networking
and Applications (AINA-2023), Juiz de Fora, Brazil, 29-31 March 2023,
Volume 2},
series = {Lecture Notes in Networks and Systems},
volume = {654},
pages = {392--403},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28451-9\_34},
doi = {10.1007/978-3-031-28451-9\_34},
timestamp = {Thu, 16 Mar 2023 10:11:29 +0100},
biburl = {https://dblp.org/rec/conf/aina/BahlaliB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/SoulaMMP23,
author = {Meriem Soula and
Bacem Mbarek and
Aref Meddeb and
Tom{\'{a}}s Pitner},
editor = {Leonard Barolli},
title = {A Survey of Intrusion Detection-Based Trust Management Approaches
in IoT Networks},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 37th International Conference on Advanced Information Networking
and Applications (AINA-2023), Juiz de Fora, Brazil, 29-31 March 2023,
Volume 3},
series = {Lecture Notes in Networks and Systems},
volume = {655},
pages = {504--517},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28694-0\_48},
doi = {10.1007/978-3-031-28694-0\_48},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aina/SoulaMMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/ViegasMOS23,
author = {Eduardo K. Viegas and
Everton de Matos and
Paulo R. de Oliveira and
Altair O. Santin},
editor = {Leonard Barolli},
title = {A Dynamic Machine Learning Scheme for Reliable Network-Based Intrusion
Detection},
booktitle = {Advanced Information Networking and Applications - Proceedings of
the 37th International Conference on Advanced Information Networking
and Applications (AINA-2023), Juiz de Fora, Brazil, 29-31 March 2023,
Volume 2},
series = {Lecture Notes in Networks and Systems},
volume = {654},
pages = {439--451},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-28451-9\_39},
doi = {10.1007/978-3-031-28451-9\_39},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aina/ViegasMOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisp/GongJJZ23,
author = {Zhongyuan Gong and
Jinyun Jiang and
Nan Jiang and
Yuejin Zhang},
editor = {Jaideep Vaidya and
Moncef Gabbouj and
Jin Li},
title = {An Improved Hybrid Sampling Model for Network Intrusion Detection
Based on Data Imbalance},
booktitle = {Artificial Intelligence Security and Privacy - First International
Conference on Artificial Intelligence Security and Privacy, AIS{\&}P
2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14510},
pages = {164--175},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-9788-6\_14},
doi = {10.1007/978-981-99-9788-6\_14},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aisp/GongJJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ant/AssyMEM23,
author = {Ahmed Tamer Assy and
Yahia Mostafa and
Ahmed Abd El{-}Khaleq and
Maggie Mashaly},
editor = {Elhadi M. Shakshuki and
Ansar{-}Ul{-}Haque Yasar},
title = {Anomaly-Based Intrusion Detection System using One-Dimensional Convolutional
Neural Network},
booktitle = {The 14th International Conference on Ambient Systems, Networks and
Technologies {(ANT} 2023) / The 6th International Conference on Emerging
Data and Industry 4.0 {(EDI40} 2023) / Affiliated Workshops, March
15-17, 2023, Leuven, Belgium},
series = {Procedia Computer Science},
volume = {220},
pages = {78--85},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.03.013},
doi = {10.1016/J.PROCS.2023.03.013},
timestamp = {Tue, 12 Sep 2023 15:26:58 +0200},
biburl = {https://dblp.org/rec/conf/ant/AssyMEM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apit/Wang23,
author = {Wenxi Wang},
title = {An Improved {ELM} Wireless Sensor Network Intrusion Detection Model
Based on an Optimization Algorithm},
booktitle = {Proceedings of the 2023 5th Asia Pacific Information Technology Conference,
{APIT} 2023, Ho Chi Minh City, Vietnam, February 9-11, 2023},
pages = {95--102},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3588155.3588170},
doi = {10.1145/3588155.3588170},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apit/Wang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apnoms/LeeKC23,
author = {Beom{-}Su Lee and
Jong{-}Wouk Kim and
Mi{-}Jung Choi},
title = {Federated Learning Based Network Intrusion Detection Model},
booktitle = {24st Asia-Pacific Network Operations and Management Symposium, {APNOMS}
2023, Sejong, Korea, Republic of, September 6-8, 2023},
pages = {330--333},
publisher = {{IEEE}},
year = {2023},
url = {https://ieeexplore.ieee.org/document/10258140},
timestamp = {Mon, 02 Oct 2023 20:30:43 +0200},
biburl = {https://dblp.org/rec/conf/apnoms/LeeKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcd/PengLLL23,
author = {Tzu{-}En Peng and
I{-}Hsien Liu and
Jung{-}Shian Li and
Chuan{-}Kang Liu},
title = {Network Intrusion Detection Using CNN-based Classification Method},
booktitle = {8th {IEEE/ACIS} International Conference on Big Data, Cloud Computing,
and Data Science, {BCD} 2023, Hochimin City, Vietnam, December 14-16,
2023},
pages = {361--364},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BCD57833.2023.10466285},
doi = {10.1109/BCD57833.2023.10466285},
timestamp = {Tue, 02 Apr 2024 21:06:06 +0200},
biburl = {https://dblp.org/rec/conf/bcd/PengLLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdcloud/GaoHLDZ23,
author = {Kai Gao and
Hao Huang and
Linhong Liu and
Ronghua Du and
Jinlai Zhang},
title = {A Multi-attention Based CNN-BiLSTM Intrusion Detection Model for In-vehicle
Networks},
booktitle = {{IEEE} Intl Conf on Parallel {\&} Distributed Processing with
Applications, Big Data {\&} Cloud Computing, Sustainable Computing
{\&} Communications, Social Computing {\&} Networking, ISPA/BDCloud/SocialCom/SustainCom,
2023, Wuhan, China, December 21-24, 2023},
pages = {809--816},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom59178.2023.00138},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM59178.2023.00138},
timestamp = {Thu, 18 Apr 2024 16:12:26 +0200},
biburl = {https://dblp.org/rec/conf/bdcloud/GaoHLDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdcloud/LongLC0023,
author = {Jing Long and
Cuiting Luo and
Ruxin Chen and
Wei Liang and
Zheng Qin},
title = {Adaboost-based Graph Convolutional Networks with Channel Attention
for Intrusion Detection in Internet-of-Things},
booktitle = {{IEEE} Intl Conf on Parallel {\&} Distributed Processing with
Applications, Big Data {\&} Cloud Computing, Sustainable Computing
{\&} Communications, Social Computing {\&} Networking, ISPA/BDCloud/SocialCom/SustainCom,
2023, Wuhan, China, December 21-24, 2023},
pages = {207--212},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom59178.2023.00060},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM59178.2023.00060},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdcloud/LongLC0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdmip/ZengLX23,
author = {Jing Zeng and
Shuo Li and
Xiangsen Xu},
title = {Simulation Design of a Network Security Intrusion Detection Model
for Cloud Computing Based on Neural Network Model},
booktitle = {Proceedings of the International Conference on Big Data Mining and
Information Processing, {BDMIP} 2023, Xiamen City, China, China, November
17-19, 2023},
pages = {111--115},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3645279.3645299},
doi = {10.1145/3645279.3645299},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdmip/ZengLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/ZhangWWWZ23,
author = {Lina Zhang and
Yang Wang and
Minyue Wu and
Yanwei Wang and
Ying Zheng},
title = {Network Intrusion Detection Based on Graph Neural Network and Ensemble
Learning},
booktitle = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
Processes, {SAFEPROCESS} 2023, Yibin, China, September 22-24, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SAFEPROCESS58597.2023.10295926},
doi = {10.1109/SAFEPROCESS58597.2023.10295926},
timestamp = {Thu, 16 Nov 2023 16:58:41 +0100},
biburl = {https://dblp.org/rec/conf/caasafeproc/ZhangWWWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccwc/GuoPLLPH23,
author = {Ge Guo and
Xuefeng Pan and
He Liu and
Fen Li and
Lang Pei and
Kewei Hu},
title = {An IoT Intrusion Detection System Based on {TON} IoT Network Dataset},
booktitle = {13th {IEEE} Annual Computing and Communication Workshop and Conference,
{CCWC} 2023, Las Vegas, NV, USA, March 8-11, 2023},
pages = {333--338},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CCWC57344.2023.10099144},
doi = {10.1109/CCWC57344.2023.10099144},
timestamp = {Wed, 26 Apr 2023 16:58:06 +0200},
biburl = {https://dblp.org/rec/conf/ccwc/GuoPLLPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccwc/WangMDF23,
author = {Lidong Wang and
Reed L. Mosher and
Patti Duett and
Terril C. Falls},
title = {Data Analytics of Network Intrusion Based on Deep Neural Networks
with Weights Initialized by Stacked Autoencoders and Deep Belief Networks},
booktitle = {13th {IEEE} Annual Computing and Communication Workshop and Conference,
{CCWC} 2023, Las Vegas, NV, USA, March 8-11, 2023},
pages = {511--515},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CCWC57344.2023.10099108},
doi = {10.1109/CCWC57344.2023.10099108},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccwc/WangMDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cnsm/FarzanehSMT23,
author = {Behnam Farzaneh and
Nashid Shahriar and
Abu Hena Al Muktadir and
Md. Shamim Towhid},
title = {{DTL-IDS:} Deep Transfer Learning-Based Intrusion Detection System
in 5G Networks},
booktitle = {19th International Conference on Network and Service Management, {CNSM}
2023, Niagara Falls, ON, Canada, October 30 - Nov. 2, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/CNSM59352.2023.10327918},
doi = {10.23919/CNSM59352.2023.10327918},
timestamp = {Tue, 05 Dec 2023 20:47:36 +0100},
biburl = {https://dblp.org/rec/conf/cnsm/FarzanehSMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/DayIB23,
author = {Patrick Day and
Stefano Iannucci and
Ioana Banicescu},
editor = {Hossain Shahriar and
Yuuichi Teranishi and
Alfredo Cuzzocrea and
Moushumi Sharmin and
Dave Towey and
A. K. M. Jahangir Alam Majumder and
Hiroki Kashiwazaki and
Ji{-}Jiang Yang and
Michiharu Takemoto and
Nazmus Sakib and
Ryohei Banno and
Sheikh Iqbal Ahamed},
title = {Generating Host-Based Data from Network Traces for Intrusion Detection},
booktitle = {47th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2023, Torino, Italy, June 26-30, 2023},
pages = {268--273},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/COMPSAC57700.2023.00041},
doi = {10.1109/COMPSAC57700.2023.00041},
timestamp = {Mon, 07 Aug 2023 15:56:21 +0200},
biburl = {https://dblp.org/rec/conf/compsac/DayIB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/RahmanSCHR23,
author = {Md. Abdur Rahman and
Hossain Shahriar and
Victor Clincy and
Md Faruque Hossain and
Muhammad Asadur Rahman},
editor = {Hossain Shahriar and
Yuuichi Teranishi and
Alfredo Cuzzocrea and
Moushumi Sharmin and
Dave Towey and
A. K. M. Jahangir Alam Majumder and
Hiroki Kashiwazaki and
Ji{-}Jiang Yang and
Michiharu Takemoto and
Nazmus Sakib and
Ryohei Banno and
Sheikh Iqbal Ahamed},
title = {A Quantum Generative Adversarial Network-based Intrusion Detection
System},
booktitle = {47th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2023, Torino, Italy, June 26-30, 2023},
pages = {1810--1815},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/COMPSAC57700.2023.00280},
doi = {10.1109/COMPSAC57700.2023.00280},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/RahmanSCHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr2/CasajusSetienBL23,
author = {Jorge Casaj{\'{u}}s{-}Seti{\'{e}}n and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer
Models},
booktitle = {{IEEE} International Conference on Cyber Security and Resilience,
{CSR} 2023, Venice, Italy, July 31 - Aug. 2, 2023},
pages = {72--77},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CSR57506.2023.10224965},
doi = {10.1109/CSR57506.2023.10224965},
timestamp = {Wed, 06 Sep 2023 08:09:39 +0200},
biburl = {https://dblp.org/rec/conf/csr2/CasajusSetienBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/TermosGBFJZ23,
author = {Mortada Termos and
Zakariya Ghalmane and
Mohamed{-}el{-}Amine Brahmia and
Ahmad Fadlallah and
Ali Jaber and
Mourad Zghal},
title = {Intrusion Detection System for IoT Based on Complex Networks and Machine
Learning},
booktitle = {{IEEE} Intl Conf on Dependable, Autonomic and Secure Computing, Intl
Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and
Big Data Computing, Intl Conf on Cyber Science and Technology Congress,
DASC/PiCom/CBDCom/CyberSciTech 2023, Abu Dhabi, United Arab Emirates,
November 14-17, 2023},
pages = {471--477},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DASC/PiCom/CBDCom/Cy59711.2023.10361433},
doi = {10.1109/DASC/PICOM/CBDCOM/CY59711.2023.10361433},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasc/TermosGBFJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsc/ChenXLLC23,
author = {Xiansen Chen and
Kun Xiao and
Lei Luo and
Yun Li and
Lirong Chen},
title = {{GAN-IVDS:} An Intrusion Detection System for Intelligent Connected
Vehicles Based on Generative Adversarial Networks},
booktitle = {8th International Conference on Data Science in Cyberspace, {DSC}
2023, Hefei, China, August 18-20, 2023},
pages = {237--244},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSC59305.2023.00042},
doi = {10.1109/DSC59305.2023.00042},
timestamp = {Fri, 09 Feb 2024 20:38:47 +0100},
biburl = {https://dblp.org/rec/conf/dsc/ChenXLLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsc/LuLQ23,
author = {Zhuoer Lu and
Xiaoyong Li and
Pengfei Qiu},
title = {An AdamW-Based Deep Neural Network Using Feature Selection and Data
Oversampling for Intrusion Detection},
booktitle = {8th International Conference on Data Science in Cyberspace, {DSC}
2023, Hefei, China, August 18-20, 2023},
pages = {213--220},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSC59305.2023.00039},
doi = {10.1109/DSC59305.2023.00039},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsc/LuLQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dtesi/AliRYNAK23,
author = {Mohsin Ali and
Abdul Razaque and
Damelya M. Yeskendirova and
Talgat A. Nurlybayev and
Nessibeli Y. Askarbekova and
Zarina A. Kashaganova},
editor = {Askar Khikmetov and
Kateryna Kolesnikova and
Madina T. Ipalakova},
title = {Enhancing Cloud Computing Security through AI-Based Intelligent Intrusion
Detection Leveraging Neural Networks and Artificial Bee Colony Optimization},
booktitle = {Workshops and Short Paper Proceedings of the 8th International Conference
on Digital Technologies in Education, Science and Industry 2023, Almaty,
Kazakhstan, December 6-7, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3680},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3680/S4Paper5.pdf},
timestamp = {Tue, 21 May 2024 17:19:33 +0200},
biburl = {https://dblp.org/rec/conf/dtesi/AliRYNAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/DiasVFPMV23,
author = {Tiago Fontes Dias and
Jo{\~{a}}o Vitorino and
Tiago Fonseca and
Isabel Pra{\c{c}}a and
Eva Maia and
Maria Jo{\~{a}}o Viamonte},
editor = {Sokratis K. Katsikas and
Habtamu Abie and
Silvio Ranise and
Luca Verderame and
Enrico Cambiaso and
Rita Maria Ugarelli and
Isabel Pra{\c{c}}a and
Wenjuan Li and
Weizhi Meng and
Steven Furnell and
Basel Katt and
Sandeep Pirbhulal and
Ankur Shukla and
Michele Ianni and
Mila Dalla Preda and
Kim{-}Kwang Raymond Choo and
Miguel Pupo Correia and
Abhishta Abhishta and
Giovanni Sileno and
Mina Alishahi and
Harsha K. Kalutarage and
Naoto Yanai},
title = {Unravelling Network-Based Intrusion Detection: {A} Neutrosophic Rule
Mining and Optimization Framework},
booktitle = {Computer Security. {ESORICS} 2023 International Workshops - CPS4CIP,
ADIoT, SecAssure, WASP, TAURIN, PriST-AI, and SECAI, The Hague, The
Netherlands, September 25-29, 2023, Revised Selected Papers, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14399},
pages = {59--75},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-54129-2\_4},
doi = {10.1007/978-3-031-54129-2\_4},
timestamp = {Mon, 25 Mar 2024 20:43:51 +0100},
biburl = {https://dblp.org/rec/conf/esorics/DiasVFPMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/GiagkosKLP23,
author = {Dimitrios Giagkos and
Orestis Kompougias and
Antonis Litke and
Nikolaos Papadakis},
editor = {Sokratis K. Katsikas and
Habtamu Abie and
Silvio Ranise and
Luca Verderame and
Enrico Cambiaso and
Rita Maria Ugarelli and
Isabel Pra{\c{c}}a and
Wenjuan Li and
Weizhi Meng and
Steven Furnell and
Basel Katt and
Sandeep Pirbhulal and
Ankur Shukla and
Michele Ianni and
Mila Dalla Preda and
Kim{-}Kwang Raymond Choo and
Miguel Pupo Correia and
Abhishta Abhishta and
Giovanni Sileno and
Mina Alishahi and
Harsha K. Kalutarage and
Naoto Yanai},
title = {ZeekFlow: Deep Learning-Based Network Intrusion Detection a Multimodal
Approach},
booktitle = {Computer Security. {ESORICS} 2023 International Workshops - CPS4CIP,
ADIoT, SecAssure, WASP, TAURIN, PriST-AI, and SECAI, The Hague, The
Netherlands, September 25-29, 2023, Revised Selected Papers, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14399},
pages = {409--425},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-54129-2\_24},
doi = {10.1007/978-3-031-54129-2\_24},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esorics/GiagkosKLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/HongPRM23,
author = {Xin Hong and
Zafeirios C. Papazachos and
Jes{\'{u}}s Mart{\'{\i}}nez del Rinc{\'{o}}n and
Paul Miller},
editor = {Sokratis K. Katsikas and
Habtamu Abie and
Silvio Ranise and
Luca Verderame and
Enrico Cambiaso and
Rita Maria Ugarelli and
Isabel Pra{\c{c}}a and
Wenjuan Li and
Weizhi Meng and
Steven Furnell and
Basel Katt and
Sandeep Pirbhulal and
Ankur Shukla and
Michele Ianni and
Mila Dalla Preda and
Kim{-}Kwang Raymond Choo and
Miguel Pupo Correia and
Abhishta Abhishta and
Giovanni Sileno and
Mina Alishahi and
Harsha K. Kalutarage and
Naoto Yanai},
title = {Network Intrusion Detection by Variational Component-Based Feature
Saliency Gaussian Mixture Clustering},
booktitle = {Computer Security. {ESORICS} 2023 International Workshops - CPS4CIP,
ADIoT, SecAssure, WASP, TAURIN, PriST-AI, and SECAI, The Hague, The
Netherlands, September 25-29, 2023, Revised Selected Papers, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14399},
pages = {761--772},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-54129-2\_45},
doi = {10.1007/978-3-031-54129-2\_45},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esorics/HongPRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucnc/ParkPSK23,
author = {Cheolhee Park and
Kyungmin Park and
Jihyeon Song and
Jonghyun Kim},
title = {Distributed Learning-Based Intrusion Detection in 5G and Beyond Networks},
booktitle = {2023 Joint European Conference on Networks and Communications {\&}
6G Summit, EuCNC/6G Summit 2023, Gothenburg, Sweden, June 6-9, 2023},
pages = {490--495},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188312},
doi = {10.1109/EUCNC/6GSUMMIT58263.2023.10188312},
timestamp = {Mon, 31 Jul 2023 13:56:43 +0200},
biburl = {https://dblp.org/rec/conf/eucnc/ParkPSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fdse/NguyenTL23,
author = {Dinh Hoang Nguyen and
Nam Khanh Tran and
Nhien{-}An Le{-}Khac},
editor = {Tran Khanh Dang and
Josef K{\"{u}}ng and
Tai M. Chung},
title = {A Siamese-Based Approach for Network Intrusion Detection Systems in
Software-Defined Networks},
booktitle = {Future Data and Security Engineering. Big Data, Security and Privacy,
Smart City and Industry 4.0 Applications - 10th International Conference,
{FDSE} 2023, Da Nang, Vietnam, November 22-24, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1925},
pages = {199--211},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8296-7\_14},
doi = {10.1007/978-981-99-8296-7\_14},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fdse/NguyenTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ficloud/GuidaNMP23,
author = {Ciro Guida and
Alfredo Nascita and
Antonio Montieri and
Antonio Pescap{\`{e}}},
editor = {Irfan Awan and
Muhammad Younas and
Markus Aleksy},
title = {Cross-Evaluation of Deep Learning-based Network Intrusion Detection
Systems},
booktitle = {10th International Conference on Future Internet of Things and Cloud,
FiCloud 2023, Marrakesh, Morocco, August 14-16, 2023},
pages = {328--335},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FiCloud58648.2023.00055},
doi = {10.1109/FICLOUD58648.2023.00055},
timestamp = {Tue, 07 May 2024 20:09:20 +0200},
biburl = {https://dblp.org/rec/conf/ficloud/GuidaNMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ficta/GandhiBSV23,
author = {K. Indra Gandhi and
Sudharsan Balaji and
S. Srikanth and
V. Suba Varshini},
editor = {Vikrant Bhateja and
Xin{-}She Yang and
Marta Campos Ferreira and
Sandeep Singh Sengar and
Carlos M. Travieso{-}Gonz{\'{a}}lez},
title = {Ensemble Machine Learning-Based Network Intrusion Detection System},
booktitle = {Evolution in Computational Intelligence - Proceedings of the 11th
International Conference on Frontiers of Intelligent Computing: Theory
and Applications {(FICTA} 2023), Cardiff, UK, 11-12 April, 2023},
series = {Smart Innovation, Systems and Technologies},
volume = {370},
pages = {135--144},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-6702-5\_11},
doi = {10.1007/978-981-99-6702-5\_11},
timestamp = {Tue, 28 Nov 2023 13:56:20 +0100},
biburl = {https://dblp.org/rec/conf/ficta/GandhiBSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/SusskindABDMBLF23,
author = {Zachary Susskind and
Aman Arora and
Alan T. L. Bacellar and
Diego Leonel Cadette Dutra and
Igor D. S. Miranda and
Maur{\'{\i}}cio Breternitz and
Priscila M. V. Lima and
Felipe M. G. Fran{\c{c}}a and
Lizy K. John},
editor = {Paolo Ienne and
Zhiru Zhang},
title = {An FPGA-Based Weightless Neural Network for Edge Network Intrusion
Detection},
booktitle = {Proceedings of the 2023 {ACM/SIGDA} International Symposium on Field
Programmable Gate Arrays, {FPGA} 2023, Monterey, CA, USA, February
12-14, 2023},
pages = {232},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543622.3573140},
doi = {10.1145/3543622.3573140},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fpga/SusskindABDMBLF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/HoslerSZLG23,
author = {Ryan Hosler and
Agnideven Palanisamy Sundar and
Xukai Zou and
Feng Li and
Tianchong Gao},
title = {Unsupervised Deep Learning for an Image Based Network Intrusion Detection
System},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2023, Kuala Lumpur,
Malaysia, December 4-8, 2023},
pages = {6825--6831},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/GLOBECOM54140.2023.10437636},
doi = {10.1109/GLOBECOM54140.2023.10437636},
timestamp = {Sun, 10 Mar 2024 10:39:12 +0100},
biburl = {https://dblp.org/rec/conf/globecom/HoslerSZLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/LiuSNK23,
author = {Jinxin Liu and
Murat Simsek and
Michele Nogueira and
Burak Kantarci},
title = {Multidomain transformer-based deep learning for early detection of
network intrusion},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2023, Kuala Lumpur,
Malaysia, December 4-8, 2023},
pages = {6056--6061},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/GLOBECOM54140.2023.10436976},
doi = {10.1109/GLOBECOM54140.2023.10436976},
timestamp = {Sun, 10 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/LiuSNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/NguyenL23,
author = {Thai Vu Nguyen and
Long Bao Le},
title = {Attention-Based Interpretable Semi-Supervised Federated Learning for
Intrusion Detection in IoT Wireless Networks},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2023, Kuala Lumpur,
Malaysia, December 4-8, 2023},
pages = {6832--6837},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/GLOBECOM54140.2023.10437120},
doi = {10.1109/GLOBECOM54140.2023.10437120},
timestamp = {Sun, 10 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/NguyenL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3/IslamOUY23,
author = {Md Rezanur Islam and
Insu Oh and
Muminov Ibrokhim Botir Ugli and
Kangbin Yim},
title = {Enhancing In-Vehicle Network Security Through Bitstream Feature Extraction-Based
Intrusion Detection},
booktitle = {Proceedings of the 2023 Fifteenth International Conference on Contemporary
Computing, IC3-2023, Noida, India, August 3-5, 2023},
pages = {224--229},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3607947.3607989},
doi = {10.1145/3607947.3607989},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3/IslamOUY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3i/MishraMPMRK23,
author = {Ishaan Mishra and
Shalaka S. Mahadik and
Pranav M. Pawar and
Raja Muthalagu and
Elakkiya R and
Nandkumar Kulkarni},
title = {Learning-Tree Based Network Intrusion Detection for IoT},
booktitle = {6th International Conference on Contemporary Computing and Informatics,
{IC3I} 2023, Gautam Buddha Nagar, India, September 14-16, 2023},
pages = {756--761},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IC3I59117.2023.10398156},
doi = {10.1109/IC3I59117.2023.10398156},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3i/MishraMPMRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/DuanCJL23,
author = {Yali Duan and
Jianming Cui and
Yungang Jia and
Ming Liu},
editor = {Zahir Tari and
Keqiu Li and
Hongyi Wu},
title = {Intrusion Detection Method for Networked Vehicles Based on Data-Enhanced
{DBN}},
booktitle = {Algorithms and Architectures for Parallel Processing - 23rd International
Conference, {ICA3PP} 2023, Tianjin, China, October 20-22, 2023, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14488},
pages = {40--52},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-97-0801-7\_3},
doi = {10.1007/978-981-97-0801-7\_3},
timestamp = {Mon, 11 Mar 2024 15:20:45 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/DuanCJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/TalpiniSS23,
author = {Jacopo Talpini and
Fabio Sartori and
Marco Savi},
editor = {Ana Paula Rocha and
Luc Steels and
H. Jaap van den Herik},
title = {A Clustering Strategy for Enhanced FL-Based Intrusion Detection in
IoT Networks},
booktitle = {Proceedings of the 15th International Conference on Agents and Artificial
Intelligence, {ICAART} 2023, Volume 3, Lisbon, Portugal, February
22-24, 2023},
pages = {152--160},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0011627500003393},
doi = {10.5220/0011627500003393},
timestamp = {Tue, 09 May 2023 16:57:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/TalpiniSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbase/WangSJZ23,
author = {Mengshu Wang and
Kai Shi and
Anxing Jiang and
Zeri Zhang},
title = {Constructing Weighted Host Communication Networks for Intrusion Detection
based on Complex Network Theory},
booktitle = {4th International Conference on Big Data {\&} Artificial Intelligence
{\&} Software Engineering, {ICBASE} 2023, Nanjing, China, August
25-27, 2023},
pages = {424--428},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICBASE59196.2023.10303106},
doi = {10.1109/ICBASE59196.2023.10303106},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbase/WangSJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/KamaliCK23,
author = {Anas El Kamali and
Khalid Chougdali and
Abdellatif Kobbane},
title = {A New Intrusion Detection System Based on Convolutional Neural Network},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,
Italy, May 28 - June 1, 2023},
pages = {2994--2999},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICC45041.2023.10279012},
doi = {10.1109/ICC45041.2023.10279012},
timestamp = {Thu, 02 Nov 2023 17:09:41 +0100},
biburl = {https://dblp.org/rec/conf/icc/KamaliCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/YangZXW23,
author = {Shuo Yang and
Xinran Zheng and
Zhengzhuo Xu and
Xingjun Wang},
title = {A Lightweight Approach for Network Intrusion Detection Based on Self-Knowledge
Distillation},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,
Italy, May 28 - June 1, 2023},
pages = {3000--3005},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICC45041.2023.10279691},
doi = {10.1109/ICC45041.2023.10279691},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icc/YangZXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccais/TranNN23,
author = {Quoc Trung Tran and
Van Quan Nguyen and
Thanh Long Ngo},
title = {Particle Swarm Optimization of Deep Auto-Encoder Network Architectures
for Anomaly-based Intrusion Detection Systems},
booktitle = {12th International Conference on Control, Automation and Information
Sciences, {ICCAIS} 2023, Hanoi, Vietnam, November 27-29, 2023},
pages = {553--559},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCAIS59597.2023.10382282},
doi = {10.1109/ICCAIS59597.2023.10382282},
timestamp = {Fri, 09 Feb 2024 20:38:50 +0100},
biburl = {https://dblp.org/rec/conf/iccais/TranNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/KarthikeyanBKK23,
author = {N. Karthikeyan and
Jajjara Bhargav and
Muthu Subash Kavitha and
S. Karthik},
title = {QoS Based Hybrid Swarm Intelligent Intrusion Detection System for
Network Security},
booktitle = {14th International Conference on Computing Communication and Networking
Technologies, {ICCCNT} 2023, Delhi, India, July 6-8, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCCNT56998.2023.10307865},
doi = {10.1109/ICCCNT56998.2023.10307865},
timestamp = {Thu, 30 Nov 2023 16:40:53 +0100},
biburl = {https://dblp.org/rec/conf/icccnt/KarthikeyanBKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/TelidevaraK23,
author = {Madhuri Telidevara and
D. Kothandaraman},
title = {Improving Intrusion Detection in Internet of Things Networks with
Feed-Forward Neural Networks Based on the {UNSW-NB15} Dataset},
booktitle = {14th International Conference on Computing Communication and Networking
Technologies, {ICCCNT} 2023, Delhi, India, July 6-8, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCCNT56998.2023.10307804},
doi = {10.1109/ICCCNT56998.2023.10307804},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccnt/TelidevaraK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/VMRS23,
author = {Harshini Sivakami V and
Nivedhidha M and
M. P. Ramkumar and
G. S. R. Emil Selvan},
title = {CopulaGAN Boosted Random Forest based Network Intrusion Detection
System for Hospital Network Infrastructure},
booktitle = {14th International Conference on Computing Communication and Networking
Technologies, {ICCCNT} 2023, Delhi, India, July 6-8, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCCNT56998.2023.10306951},
doi = {10.1109/ICCCNT56998.2023.10306951},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccnt/VMRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/VenkatesanJB23,
author = {C. Venkatesan and
S. Jeevanantham and
Rebekka B.},
title = {Incentive-based Energy-efficient Federated Learning Aggregation for
Intrusion Detection in IoT Sensor Network},
booktitle = {14th International Conference on Computing Communication and Networking
Technologies, {ICCCNT} 2023, Delhi, India, July 6-8, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCCNT56998.2023.10306340},
doi = {10.1109/ICCCNT56998.2023.10306340},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccnt/VenkatesanJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccsp/SubramaniSKTAK23,
author = {Shalini Subramani and
Munuswamy Selvi and
S. V. N. Santhosh Kumar and
K. Thangaramya and
M. Anand and
Arputharaj Kannan},
editor = {Eunika Mercier{-}Laurent and
Xavier Fernando and
Aravindan Chandrabose},
title = {An Intrusion Detection System for Securing IoT Based Sensor Networks
from Routing Attacks},
booktitle = {Computer, Communication, and Signal Processing. AI, Knowledge Engineering
and IoT for Smart Systems - 7th {IFIP} {TC} 12 International Conference,
{ICCCSP} 2023, Chennai, India, January 4-6, 2023, Revised Selected
Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {670},
pages = {321--334},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39811-7\_26},
doi = {10.1007/978-3-031-39811-7\_26},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icccsp/SubramaniSKTAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icce-tw/WuWCLHT23,
author = {Ming{-}Yen Wu and
Sz{-}Hsien Wu and
Yu{-}En Chang and
Yu{-}Hsiang Lin and
Sin{-}Jie Huang and
Hsiao{-}Ting Tseng},
title = {Intrusion Detection with Radio Frequency Sensing based on Wi-Fi Mesh
Network for Home Security},
booktitle = {International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan
2023, PingTung, Taiwan, July 17-19, 2023},
pages = {329--330},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCE-Taiwan58799.2023.10226838},
doi = {10.1109/ICCE-TAIWAN58799.2023.10226838},
timestamp = {Fri, 08 Sep 2023 15:28:17 +0200},
biburl = {https://dblp.org/rec/conf/icce-tw/WuWCLHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccse2/Lan23,
author = {Hai Lan},
editor = {Wenxing Hong and
Geetha Kanaparan},
title = {Research of Network Intrusion Detection Based on Improved Seagull
Optimization Algorithm with Deep Learning},
booktitle = {Computer Science and Education. Computer Science and Technology -
18th International Conference, {ICCSE} 2023, Sepang, Malaysia, December
1-7, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2023},
pages = {100--112},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-97-0730-0\_10},
doi = {10.1007/978-981-97-0730-0\_10},
timestamp = {Thu, 25 Apr 2024 17:26:40 +0200},
biburl = {https://dblp.org/rec/conf/iccse2/Lan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccse2/YuHZ23,
author = {Jun Yu and
Jiwei Hu and
Yong Zeng},
editor = {Wenxing Hong and
Geetha Kanaparan},
title = {Deep Learning Based Network Intrusion Detection},
booktitle = {Computer Science and Education. Computer Science and Technology -
18th International Conference, {ICCSE} 2023, Sepang, Malaysia, December
1-7, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {2023},
pages = {125--136},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-97-0730-0\_12},
doi = {10.1007/978-981-97-0730-0\_12},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccse2/YuHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsie/LiuC23,
author = {Xiaomei Liu and
Yujing Cao},
title = {Research on Network Intrusion Detection Techniques Based on Feature
Selection Model and Recurrent Neural Network},
booktitle = {Proceedings of the 8th International Conference on Cyber Security
and Information Engineering, {ICCSIE} 2023, Putrajaya, Malaysia, September
22-24, 2023},
pages = {45--51},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3617184.3617780},
doi = {10.1145/3617184.3617780},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsie/LiuC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsie/ZhaoHS23,
author = {Xing Zhao and
Jie Heng and
Qian Sun},
title = {Research on Network Intrusion Simulation and Adversarial Strategies
Based on Generate Adversarial Networks},
booktitle = {Proceedings of the 8th International Conference on Cyber Security
and Information Engineering, {ICCSIE} 2023, Putrajaya, Malaysia, September
22-24, 2023},
pages = {356--360},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3617184.3630162},
doi = {10.1145/3617184.3630162},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsie/ZhaoHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccst/KhareB23,
author = {Nishad Khare and
Sonali Bhutad},
title = {Intrusion Detection System for Live Anomaly-Based Network Packets},
booktitle = {{IEEE} International Carnahan Conference on Security Technology, {ICCST}
2023, Pune, India, October 11-15, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCST59048.2023.10474242},
doi = {10.1109/ICCST59048.2023.10474242},
timestamp = {Tue, 16 Apr 2024 14:15:02 +0200},
biburl = {https://dblp.org/rec/conf/iccst/KhareB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PawlickaPKC23,
author = {Aleksandra Pawlicka and
Marek Pawlicki and
Rafal Kozik and
Michal Choras},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {The Need for Practical Legal and Ethical Guidelines for Explainable
AI-based Network Intrusion Detection Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {253--261},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00038},
doi = {10.1109/ICDMW60847.2023.00038},
timestamp = {Tue, 13 Feb 2024 13:22:54 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PawlickaPKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icise/Chen23,
author = {Yao Chen},
title = {Design and implementation of a computer network intrusion detection
system based on convolutional neural network},
booktitle = {8th International Conference on Information Systems Engineering, {ICISE}
2023, Dalian, China, June 23-25, 2023},
pages = {64--69},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICISE60366.2023.00021},
doi = {10.1109/ICISE60366.2023.00021},
timestamp = {Thu, 23 Nov 2023 21:16:33 +0100},
biburl = {https://dblp.org/rec/conf/icise/Chen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icise/Chen23a,
author = {Yao Chen},
title = {Construction of a computer network fault analysis and intrusion detection
system based on K-means clustering algorithm},
booktitle = {8th International Conference on Information Systems Engineering, {ICISE}
2023, Dalian, China, June 23-25, 2023},
pages = {70--75},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICISE60366.2023.00022},
doi = {10.1109/ICISE60366.2023.00022},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icise/Chen23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmtel/MaW23,
author = {Xingfei Ma and
Wuguang Wang},
editor = {Bing Wang and
Zuojin Hu and
Xianwei Jiang and
Yu{-}Dong Zhang},
title = {Research on Random Intrusion Depth Detection of Internet of Things
Based on 3D Convolutional Neural Network},
booktitle = {Multimedia Technology and Enhanced Learning - 5th {EAI} International
Conference, {ICMTEL} 2023, Leicester, UK, April 28-29, 2023, Proceedings,
Part {I}},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {532},
pages = {262--276},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-50571-3\_19},
doi = {10.1007/978-3-031-50571-3\_19},
timestamp = {Tue, 30 Apr 2024 13:48:13 +0200},
biburl = {https://dblp.org/rec/conf/icmtel/MaW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ict-dm/KhanAAD23,
author = {Inam Ullah Khan and
Muhammad Yaseen Ayub and
Asrin Abdollahi and
Arijit Dutta},
title = {A Hybrid Deep Learning Model-Based Intrusion Detection System for
Emergency Planning Using IoT-Network},
booktitle = {International Conference on Information and Communication Technologies
for Disaster Management, {ICT-DM} 2023, Cosenza, Italy, September
13-15, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICT-DM58371.2023.10286954},
doi = {10.1109/ICT-DM58371.2023.10286954},
timestamp = {Wed, 08 Nov 2023 17:21:49 +0100},
biburl = {https://dblp.org/rec/conf/ict-dm/KhanAAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictc/IzuazuKL23,
author = {Urslla Uchechi Izuazu and
Dong{-}Seong Kim and
Jae Min Lee},
title = {Unravelling the Black Box: Enhancing Virtual Reality Network Security
with Interpretable Deep Learning-Based Intrusion Detection System},
booktitle = {14th International Conference on Information and Communication Technology
Convergence, {ICTC} 2023, Jeju Island, Korea, Republic of, October
11-13, 2023},
pages = {928--931},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICTC58733.2023.10392826},
doi = {10.1109/ICTC58733.2023.10392826},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictc/IzuazuKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifipiot/ZambareL23,
author = {Pallavi Zambare and
Ying Liu},
editor = {Deepak Puthal and
Saraju P. Mohanty and
Baek{-}Young Choi},
title = {An Optimized Graph Neural Network-Based Approach for Intrusion Detection
in Smart Vehicles},
booktitle = {Internet of Things. Advances in Information and Communication Technology
- 6th {IFIP} International Cross-Domain Conference, IFIPIoT 2023,
Denton, TX, USA, November 2-3, 2023, Proceedings, Part {I}},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {683},
pages = {3--17},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45878-1\_1},
doi = {10.1007/978-3-031-45878-1\_1},
timestamp = {Tue, 30 Jan 2024 10:11:54 +0100},
biburl = {https://dblp.org/rec/conf/ifipiot/ZambareL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChenGFSMW23,
author = {Junjun Chen and
Qiang Guo and
Zhongnan Fu and
Qun Shang and
Hao Ma and
Nai Wang},
title = {Semi-supervised Campus Network Intrusion Detection Based on Knowledge
Distillation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191988},
doi = {10.1109/IJCNN54540.2023.10191988},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChenGFSMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/AhmadAKN23,
author = {Rayed S. Ahmad and
Asmer H. Ali and
Syed M. Kazim and
Quamar Niyaz},
title = {A {GAF} and {CNN} based Wi-Fi Network Intrusion Detection System},
booktitle = {{IEEE} {INFOCOM} 2023 - {IEEE} Conference on Computer Communications
Workshop, Hoboken, NJ, USA, May 20, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226036},
doi = {10.1109/INFOCOMWKSHPS57453.2023.10226036},
timestamp = {Tue, 05 Sep 2023 20:33:23 +0200},
biburl = {https://dblp.org/rec/conf/infocom/AhmadAKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotsms/BensaidLS23,
author = {Radjaa Bensaid and
Nabila Labraoui and
Haythem Bany Salameh},
editor = {Muhannad Quwaider and
Yaser Jararweh},
title = {Federated Deep Learning-based Intrusion Detection Approach for Enhancing
Privacy in Fog-IoT Networks},
booktitle = {10th International Conference on Internet of Things: Systems, Management
and Security, {IOTSMS} 2023, San Antonio, TX, USA, October 23-25,
2023},
pages = {156--160},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IOTSMS59855.2023.10325826},
doi = {10.1109/IOTSMS59855.2023.10325826},
timestamp = {Sat, 09 Dec 2023 09:49:48 +0100},
biburl = {https://dblp.org/rec/conf/iotsms/BensaidLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ises/PathakPS23,
author = {Manan Pathak and
Anuj Patel and
Bela Shah},
title = {IoT Intrusion Detection: Evaluating ML-Based {IDS} on Image and Network
Traffic Datasets},
booktitle = {{IEEE} International Symposium on Smart Electronic Systems, iSES 2023,
Ahmedabad, India, December 18-20, 2023},
pages = {57--62},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/iSES58672.2023.00023},
doi = {10.1109/ISES58672.2023.00023},
timestamp = {Tue, 02 Apr 2024 12:53:25 +0200},
biburl = {https://dblp.org/rec/conf/ises/PathakPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispec/LuongTDP23,
author = {Tran Duc Luong and
Vuong Minh Tien and
Phan The Duy and
Van{-}Hau Pham},
editor = {Weizhi Meng and
Zheng Yan and
Vincenzo Piuri},
title = {FedLS: An Anti-poisoning Attack Mechanism for Federated Network Intrusion
Detection Systems Using Autoencoder-Based Latent Space Representations},
booktitle = {Information Security Practice and Experience - 18th International
Conference, {ISPEC} 2023, Copenhagen, Denmark, August 24-25, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14341},
pages = {17--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-7032-2\_2},
doi = {10.1007/978-981-99-7032-2\_2},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ispec/LuongTDP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ithings/LiuZLLBZ23,
author = {Yao Liu and
Le Zhou and
Qiao Liu and
Tian Lan and
Xiaoyu Bai and
Tinghao Zhou},
title = {Semi-supervised Few-shot Network Intrusion Detection based on Meta-learning},
booktitle = {2023 {IEEE} International Conferences on Internet of Things (iThings)
and {IEEE} Green Computing {\&} Communications (GreenCom) and
{IEEE} Cyber, Physical {\&} Social Computing (CPSCom) and {IEEE}
Smart Data (SmartData) and {IEEE} Congress on Cybermatics (Cybermatics),
Danzhou, China, December 17-21, 2023},
pages = {495--502},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics60724.2023.00097},
doi = {10.1109/ITHINGS-GREENCOM-CPSCOM-SMARTDATA-CYBERMATICS60724.2023.00097},
timestamp = {Fri, 10 May 2024 11:45:44 +0200},
biburl = {https://dblp.org/rec/conf/ithings/LiuZLLBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kmo/Sun0SS23,
author = {Qilun Sun and
Ran Tao and
Youqun Shi and
Xia Shang},
editor = {Lorna Uden and
I{-}Hsien Ting},
title = {Add-BiGAN: An Add-Based Bidirectional Generative Adversarial Networks
for Intrusion Detection},
booktitle = {Knowledge Management in Organisations - 17th International Conference,
{KMO} 2023, Bangkok, Thailand, July 24-27, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1825},
pages = {360--374},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34045-1\_29},
doi = {10.1007/978-3-031-34045-1\_29},
timestamp = {Wed, 05 Jul 2023 11:47:13 +0200},
biburl = {https://dblp.org/rec/conf/kmo/Sun0SS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medi/OueslatiMJ23,
author = {Nour Elhouda Oueslati and
Hichem Mrabet and
Abderrazak Jemai},
editor = {Mohamed Mosbah and
M. Tahar Kechadi and
Ladjel Bellatreche and
Fa{\"{\i}}ez Gargouri and
Chirine Ghedira Guegan and
Hassan Badir and
Amin Beheshti and
Mohamed Mohsen Gammoudi},
title = {A Survey on Intrusion Detection Systems for IoT Networks Based on
Long Short-Term Memory},
booktitle = {Advances in Model and Data Engineering in the Digitalization Era -
{MEDI} 2023 Short and Workshop Papers, Sousse, Tunisia, November 2-4,
2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {2071},
pages = {237--250},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-55729-3\_19},
doi = {10.1007/978-3-031-55729-3\_19},
timestamp = {Fri, 05 Apr 2024 11:00:52 +0200},
biburl = {https://dblp.org/rec/conf/medi/OueslatiMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/GyawaliSRHJ23,
author = {Sohan Gyawali and
Kamran Sartipi and
Benjamin Van Ravesteyn and
Jiaqi Huang and
Yili Jiang},
title = {Enhanced and Explainable Deep Learning-Based Intrusion Detection in
IoT Networks},
booktitle = {{IEEE} Military Communications Conference, {MILCOM} 2023, Boston,
MA, USA, October 30 - Nov. 3, 2023},
pages = {649--654},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/MILCOM58377.2023.10356373},
doi = {10.1109/MILCOM58377.2023.10356373},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/milcom/GyawaliSRHJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/networking/ZachosMEPBR23,
author = {Georgios Zachos and
Georgios Mantas and
Ismael Essop and
Kyriakos Porfyrakis and
Joaquim Manuel C. S. Bastos and
Jonathan Rodriguez},
title = {An IoT/IoMT Security Testbed for Anomaly-based Intrusion Detection
Systems},
booktitle = {{IFIP} Networking Conference, {IFIP} Networking 2023, Barcelona, Spain,
June 12-15, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/IFIPNetworking57963.2023.10186428},
doi = {10.23919/IFIPNETWORKING57963.2023.10186428},
timestamp = {Mon, 31 Jul 2023 13:58:25 +0200},
biburl = {https://dblp.org/rec/conf/networking/ZachosMEPBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/netys/MzibriBM23,
author = {Adnane Mzibri and
R{\'{e}}douane Benaini and
Mouad Ben Mamoun},
editor = {David Mohaisen and
Thomas Wies},
title = {Case Study on the Performance of ML-Based Network Intrusion Detection
Systems in {SDN}},
booktitle = {Networked Systems - 11th International Conference, {NETYS} 2023, Benguerir,
Morocco, May 22-24, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14067},
pages = {90--95},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-37765-5\_7},
doi = {10.1007/978-3-031-37765-5\_7},
timestamp = {Thu, 13 Jul 2023 14:30:34 +0200},
biburl = {https://dblp.org/rec/conf/netys/MzibriBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmalapuramCT23,
author = {Suresh Kumar Amalapuram and
Sumohana S. Channappayya and
Bheemarjuna Reddy Tamma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Augmented Memory Replay-based Continual Learning Approaches for Network
Intrusion Detection},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/3755a02b1035fbadd5f93a022170e46f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AmalapuramCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/AlhussienA23,
author = {Nour Alhussien and
Ahmed Aleroud},
title = {A Novel Poisoning Attack on Few-Shot based Network Intrusion Detection},
booktitle = {{NOMS} 2023, {IEEE/IFIP} Network Operations and Management Symposium,
Miami, FL, USA, May 8-12, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/NOMS56928.2023.10154453},
doi = {10.1109/NOMS56928.2023.10154453},
timestamp = {Mon, 26 Jun 2023 09:00:05 +0200},
biburl = {https://dblp.org/rec/conf/noms/AlhussienA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/BayeSBFBK23,
author = {Gaspard Baye and
Priscila Silva and
Alexandre Broggi and
Lance Fiondella and
Nathaniel D. Bastian and
G{\"{o}}khan Kul},
title = {Performance Analysis of Deep-Learning Based Open Set Recognition Algorithms
for Network Intrusion Detection Systems},
booktitle = {{NOMS} 2023, {IEEE/IFIP} Network Operations and Management Symposium,
Miami, FL, USA, May 8-12, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/NOMS56928.2023.10154410},
doi = {10.1109/NOMS56928.2023.10154410},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/noms/BayeSBFBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsyss/RashidTH23,
author = {Syed Md. Mukit Rashid and
Md. Toufikuzzaman and
Md. Shohrab Hossain},
title = {A Deep Learning Based Semi-Supervised Network Intrusion Detection
System Robust to Adversarial Attacks},
booktitle = {10th International Conference on Networking, Systems and Security,
10th NSysS 2023, Khulna, Bangladesh, December 21-23, 2023},
pages = {25--34},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3629188.3629189},
doi = {10.1145/3629188.3629189},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nsyss/RashidTH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rivf/NguyenNL23,
author = {Dat{-}Thinh Nguyen and
Xuan{-}Ha Nguyen and
Kim{-}Hung Le},
title = {The Impact of Rotational Invariance on Tree- and Deep Learning-Based
Network Intrusion Detection System},
booktitle = {International Conference on Computing and Communication Technologies,
{RIVF} 2023, Hanoi, Vietnam, December 23-25, 2023},
pages = {509--514},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/RIVF60135.2023.10471789},
doi = {10.1109/RIVF60135.2023.10471789},
timestamp = {Wed, 27 Mar 2024 21:31:51 +0100},
biburl = {https://dblp.org/rec/conf/rivf/NguyenNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rivf/NguyenNNNS23,
author = {Van Quan Nguyen and
Thanh Long Ngo and
Le Minh Nguyen and
Viet Hung Nguyen and
Nathan Shone},
title = {Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion
Detection},
booktitle = {International Conference on Computing and Communication Technologies,
{RIVF} 2023, Hanoi, Vietnam, December 23-25, 2023},
pages = {289--294},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/RIVF60135.2023.10471853},
doi = {10.1109/RIVF60135.2023.10471853},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rivf/NguyenNNNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/VenturiFMC23,
author = {Andrea Venturi and
Matteo Ferrari and
Mirco Marchetti and
Michele Colajanni},
editor = {Jiman Hong and
Maart Lanperne and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}} and
Hossain Shahriar},
title = {{ARGANIDS:} a novel Network Intrusion Detection System based on adversarially
Regularized Graph Autoencoder},
booktitle = {Proceedings of the 38th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2023, Tallinn, Estonia, March 27-31, 2023},
pages = {1540--1548},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555776.3577651},
doi = {10.1145/3555776.3577651},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/VenturiFMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrc/LuzAC23,
author = {Luigi F. Marques da Luz and
Paulo Freitas de Araujo{-}Filho and
Divanilson R. Campelo},
editor = {Carlos Kamienski and
Eduardo Cerqueira},
title = {Multi-Criteria Optimized Deep Learning-based Intrusion Detection System
for Detecting Cyberattacks in Automotive Ethernet Networks},
booktitle = {Proceedings of the 41st Brazilian Symposium on Computer Networks and
Distributed Systems, {SBRC} 2023, Bras{\'{\i}}lia, DF, Brazil,
May 22-26, 2023},
pages = {197--210},
year = {2023},
url = {https://sol.sbc.org.br/index.php/sbrc/article/view/24539},
timestamp = {Thu, 11 Apr 2024 13:34:47 +0200},
biburl = {https://dblp.org/rec/conf/sbrc/LuzAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secrypt/ZaccagninoCGLMZ23,
author = {Rocco Zaccagnino and
Antonio Cirillo and
Alfonso Guarino and
Nicola Lettieri and
Delfina Malandrino and
Gianluca Zaccagnino},
editor = {Sabrina De Capitani di Vimercati and
Pierangela Samarati},
title = {Towards a Geometric Deep Learning-Based Cyber Security: Network System
Intrusion Detection Using Graph Neural Networks},
booktitle = {Proceedings of the 20th International Conference on Security and Cryptography,
{SECRYPT} 2023, Rome, Italy, July 10-12, 2023},
pages = {394--401},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0012085700003555},
doi = {10.5220/0012085700003555},
timestamp = {Mon, 31 Jul 2023 15:34:21 +0200},
biburl = {https://dblp.org/rec/conf/secrypt/ZaccagninoCGLMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgiot/ChengCC23,
author = {Sheng{-}Tzong Cheng and
Yu{-}Ling Cheng and
Ka{-}Chun Cheung},
editor = {Der{-}Jiunn Deng and
Jyh{-}Cheng Chen},
title = {Rule Generation for Network Intrusion Detection Systems Based on Packets-To-Video
Transformation},
booktitle = {Smart Grid and Internet of Things - 7th {EAI} International Conference,
SGIoT 2023, TaiChung, Taiwan, November 18-19, 2023, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {557},
pages = {51--65},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-55976-1\_6},
doi = {10.1007/978-3-031-55976-1\_6},
timestamp = {Fri, 19 Apr 2024 15:50:27 +0200},
biburl = {https://dblp.org/rec/conf/sgiot/ChengCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/skima/AriffinMDHBW23,
author = {Sharifah Haizah Syed Ariffin and
Nordurratul Hikmah Mustaffa and
Favian Dewanta and
Ida Wahidah Hamzah and
Muhammad Ariff Baharudin and
Nur Haliza Abdul Wahab},
title = {Hybrid Feature Selection Based Lightweight Network Intrusion Detection
System for {MQTT} Protocol},
booktitle = {15th International Conference on Software, Knowledge, Information
Management and Applications, {SKIMA} 2023, Kuala Lumpur, Malaysia,
December 8-10, 2023},
pages = {226--230},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SKIMA59232.2023.10387337},
doi = {10.1109/SKIMA59232.2023.10387337},
timestamp = {Tue, 13 Feb 2024 21:33:06 +0100},
biburl = {https://dblp.org/rec/conf/skima/AriffinMDHBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/HoweP23,
author = {Alex Howe and
Mauricio Papa},
title = {Feature Engineering in Machine Learning-Based Intrusion Detection
Systems for {OT} Networks},
booktitle = {2023 {IEEE} International Conference on Smart Computing, {SMARTCOMP}
2023, Nashville, TN, USA, June 26-30, 2023},
pages = {361--366},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SMARTCOMP58114.2023.00086},
doi = {10.1109/SMARTCOMP58114.2023.00086},
timestamp = {Tue, 15 Aug 2023 09:17:51 +0200},
biburl = {https://dblp.org/rec/conf/smartcomp/HoweP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swarm/LiLP23,
author = {Lixiang Li and
Yuxuan Liu and
Haipeng Peng},
editor = {Ying Tan and
Yuhui Shi and
Wenjian Luo},
title = {Intrusion Detection Method Based on Complementary Adversarial Generation
Network},
booktitle = {Advances in Swarm Intelligence - 14th International Conference, {ICSI}
2023, Shenzhen, China, July 14-18, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13969},
pages = {260--271},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36625-3\_21},
doi = {10.1007/978-3-031-36625-3\_21},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/swarm/LiLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uemcom/RizviSMS23,
author = {Syed Rizvi and
Mark Scanlon and
Jimmy McGibney and
John Sheppard},
editor = {Satyajit Chakrabarti and
Rajashree Paul},
title = {An Evaluation of AI-Based Network Intrusion Detection in Resource-Constrained
Environments},
booktitle = {14th {IEEE} Annual Ubiquitous Computing, Electronics {\&} Mobile
Communication Conference, {UEMCON} 2023, New York, NY, USA, October
12-14, 2023},
pages = {275--282},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/UEMCON59035.2023.10315971},
doi = {10.1109/UEMCON59035.2023.10315971},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uemcom/RizviSMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/Wei00H23,
author = {Feng Wei and
Hongda Li and
Ziming Zhao and
Hongxin Hu},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {xNIDS: Explaining Deep Learning-based Network Intrusion Detection
Systems for Active Intrusion Responses},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {4337--4354},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/wei-feng},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/Wei00H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vsip/FengZZZ023,
author = {Yanxiang Feng and
Enyan Zhang and
Yang Zhang and
Zhen Zeng and
Aili Wang},
title = {Network Intrusion Detection Based on Federated Learning with Inherited
Private Models},
booktitle = {Proceedings of the 5th International Conference on Video, Signal and
Image Processing, {VSIP} 2023, Harbin, China, November 24-26, 2023},
pages = {16--22},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3638682.3638685},
doi = {10.1145/3638682.3638685},
timestamp = {Mon, 27 May 2024 15:50:40 +0200},
biburl = {https://dblp.org/rec/conf/vsip/FengZZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/LiuBL23,
author = {Qian Liu and
Weijie Bao and
Qilie Liu},
title = {Research on Vehicular External Network Intrusion Detection System
Based on Ensemble Learning},
booktitle = {98th {IEEE} Vehicular Technology Conference, {VTC} Fall 2023, Hong
Kong, SAR, China, October 10-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VTC2023-Fall60731.2023.10333498},
doi = {10.1109/VTC2023-FALL60731.2023.10333498},
timestamp = {Wed, 10 Jan 2024 16:12:42 +0100},
biburl = {https://dblp.org/rec/conf/vtc/LiuBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/UllahBKK023,
author = {Safi Ullah and
Wadii Boulila and
Anis Koubaa and
Zahid Khan and
Jawad Ahmad},
title = {{ABDNN-IDS:} Attention-Based Deep Neural Networks for Intrusion Detection
in Industrial IoT},
booktitle = {98th {IEEE} Vehicular Technology Conference, {VTC} Fall 2023, Hong
Kong, SAR, China, October 10-13, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/VTC2023-Fall60731.2023.10333818},
doi = {10.1109/VTC2023-FALL60731.2023.10333818},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vtc/UllahBKK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/ElghalhoudNZS23,
author = {Omar Elghalhoud and
Kshirasagar Naik and
Marzia Zaman and
Ricardo Manzano S.},
title = {Data Balancing and {CNN} based Network Intrusion Detection System},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2023,
Glasgow, UK, March 26-29, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WCNC55385.2023.10118702},
doi = {10.1109/WCNC55385.2023.10118702},
timestamp = {Fri, 19 May 2023 11:20:49 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/ElghalhoudNZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/ShiXZW23,
author = {Zhixin Shi and
Mengyan Xing and
Jing Zhang and
B. Hao Wu},
title = {Few-Shot Network Intrusion Detection Based on Model-Agnostic Meta-Learning
with {L2F} Method},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2023,
Glasgow, UK, March 26-29, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WCNC55385.2023.10118898},
doi = {10.1109/WCNC55385.2023.10118898},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcnc/ShiXZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09394,
author = {Anabia Sohail and
Bibi Ayisha and
Irfan Hameed and
Muhammad Mohsin Zafar and
Asifullah Khan},
title = {Deep Neural Networks based Meta-Learning for Network Intrusion Detection},
journal = {CoRR},
volume = {abs/2302.09394},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09394},
doi = {10.48550/ARXIV.2302.09394},
eprinttype = {arXiv},
eprint = {2302.09394},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08248,
author = {Mohamad T. Sultan and
Hesham El{-}Sayed and
Manzoor Ahmed Khan},
title = {An Intrusion Detection Mechanism for MANETs Based on Deep Learning
Artificial Neural Networks (ANNs)},
journal = {CoRR},
volume = {abs/2303.08248},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08248},
doi = {10.48550/ARXIV.2303.08248},
eprinttype = {arXiv},
eprint = {2303.08248},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12278,
author = {Seonghoon Jeong and
Sangho Lee and
Hwejae Lee and
Huy Kang Kim},
title = {{X-CANIDS:} Signal-Aware Explainable Intrusion Detection System for
Controller Area Network-Based In-Vehicle Network},
journal = {CoRR},
volume = {abs/2303.12278},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12278},
doi = {10.48550/ARXIV.2303.12278},
eprinttype = {arXiv},
eprint = {2303.12278},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07226,
author = {Yalu Wang and
Zhijie Han and
Jie Li and
Xin He},
title = {{BS-GAT} Behavior Similarity Based Graph Attention Network for Network
Intrusion Detection},
journal = {CoRR},
volume = {abs/2304.07226},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07226},
doi = {10.48550/ARXIV.2304.07226},
eprinttype = {arXiv},
eprint = {2304.07226},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14746,
author = {Liam Daly Manocchio and
Siamak Layeghy and
Wai Weng Lo and
Gayan K. Kulatilleke and
Mohanad Sarhan and
Marius Portmann},
title = {FlowTransformer: {A} Transformer Framework for Flow-based Network
Intrusion Detection Systems},
journal = {CoRR},
volume = {abs/2304.14746},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14746},
doi = {10.48550/ARXIV.2304.14746},
eprinttype = {arXiv},
eprint = {2304.14746},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04920,
author = {Loc Gia Nguyen and
Kohei Watabe},
title = {Flow-based Network Intrusion Detection Based on {BERT} Masked Language
Model},
journal = {CoRR},
volume = {abs/2306.04920},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04920},
doi = {10.48550/ARXIV.2306.04920},
eprinttype = {arXiv},
eprint = {2306.04920},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09451,
author = {Zhiyan Chen and
Murat Simsek and
Burak Kantarci and
Mehran Bagheri and
Petar Djukic},
title = {Host-Based Network Intrusion Detection via Feature Flattening and
Two-stage Collaborative Classifier},
journal = {CoRR},
volume = {abs/2306.09451},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09451},
doi = {10.48550/ARXIV.2306.09451},
eprinttype = {arXiv},
eprint = {2306.09451},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10191,
author = {Shuo Yang and
Xinran Zheng and
Zhengzhuo Xu and
Xingjun Wang},
title = {A Lightweight Approach for Network Intrusion Detection based on Self-Knowledge
Distillation},
journal = {CoRR},
volume = {abs/2307.10191},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10191},
doi = {10.48550/ARXIV.2307.10191},
eprinttype = {arXiv},
eprint = {2307.10191},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14268,
author = {Jacopo Talpini and
Fabio Sartori and
Marco Savi},
title = {A Clustering Strategy for Enhanced FL-Based Intrusion Detection in
IoT Networks},
journal = {CoRR},
volume = {abs/2307.14268},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14268},
doi = {10.48550/ARXIV.2307.14268},
eprinttype = {arXiv},
eprint = {2307.14268},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00077,
author = {Khushnaseeb Roshan and
Aasim Zafar and
Sheikh Burhan Ul Haque},
title = {A Novel Deep Learning based Model to Defend Network Intrusion Detection
System against Adversarial Attacks},
journal = {CoRR},
volume = {abs/2308.00077},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00077},
doi = {10.48550/ARXIV.2308.00077},
eprinttype = {arXiv},
eprint = {2308.00077},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01070,
author = {Jinxin Liu and
Murat Simsek and
Michele Nogueira and
Burak Kantarci},
title = {Multidomain transformer-based deep learning for early detection of
network intrusion},
journal = {CoRR},
volume = {abs/2309.01070},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01070},
doi = {10.48550/ARXIV.2309.01070},
eprinttype = {arXiv},
eprint = {2309.01070},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10173,
author = {Maloy Kumar Devnath},
title = {{GCNIDS:} Graph Convolutional Network-Based Intrusion Detection System
for {CAN} Bus},
journal = {CoRR},
volume = {abs/2309.10173},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10173},
doi = {10.48550/ARXIV.2309.10173},
eprinttype = {arXiv},
eprint = {2309.10173},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03334,
author = {Khushnaseeb Roshan and
Aasim Zafar and
Sheikh Burhan Ul Haque},
title = {Untargeted White-box Adversarial Attack with Heuristic Defence Methods
in Real-time Deep Learning based Network Intrusion Detection System},
journal = {CoRR},
volume = {abs/2310.03334},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03334},
doi = {10.48550/ARXIV.2310.03334},
eprinttype = {arXiv},
eprint = {2310.03334},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05956,
author = {Hamdi Friji and
Alexis Olivereau and
Mireille Sarkiss},
title = {Efficient Network Representation for GNN-based Intrusion Detection},
journal = {CoRR},
volume = {abs/2310.05956},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05956},
doi = {10.48550/ARXIV.2310.05956},
eprinttype = {arXiv},
eprint = {2310.05956},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09298,
author = {Irfan Khan and
Yasir Ali Farrukh and
Syed Wali},
title = {ByteStack-ID: Integrated Stacked Model Leveraging Payload Byte Frequency
for Grayscale Image-based Network Intrusion Detection},
journal = {CoRR},
volume = {abs/2310.09298},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09298},
doi = {10.48550/ARXIV.2310.09298},
eprinttype = {arXiv},
eprint = {2310.09298},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10655,
author = {Jacopo Talpini and
Fabio Sartori and
Marco Savi},
title = {Enhancing Trustworthiness in ML-Based Network Intrusion Detection
with Uncertainty Quantification},
journal = {CoRR},
volume = {abs/2310.10655},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10655},
doi = {10.48550/ARXIV.2310.10655},
eprinttype = {arXiv},
eprint = {2310.10655},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04135,
author = {Ozlem Ceviz and
Pinar Sadioglu and
Sevil Sen and
Vassilios G. Vassilakis},
title = {A Novel Federated Learning-based Intrusion Detection System for Flying
Ad Hoc Networks},
journal = {CoRR},
volume = {abs/2312.04135},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04135},
doi = {10.48550/ARXIV.2312.04135},
eprinttype = {arXiv},
eprint = {2312.04135},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jece/WangC23,
title = {Intrusion Detection-Data Security Protection Scheme Based on Particle
Swarm-BP Network Algorithm in Cloud Computing Environment},
journal = {J. Electr. Comput. Eng.},
volume = {2023},
pages = {1128545:1--1128545:10},
year = {2023},
note = {Withdrawn.},
url = {https://doi.org/10.1155/2023/1128545},
doi = {10.1155/2023/1128545},
timestamp = {Thu, 21 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jece/WangC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlikhanovJAMNN22,
author = {Jumabek Alikhanov and
Rhongho Jang and
Mohammed Abuhamad and
David Mohaisen and
Daehun Nyang and
Youngtae Noh},
title = {Investigating the Effect of Traffic Sampling on Machine Learning-Based
Network Intrusion Detection Approaches},
journal = {{IEEE} Access},
volume = {10},
pages = {5801--5823},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2021.3137318},
doi = {10.1109/ACCESS.2021.3137318},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AlikhanovJAMNN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AliyuEMKL22,
author = {Ibrahim Aliyu and
S{\'{e}}linde van Engelenburg and
Muhammed Bashir Mu'azu and
Jinsul Kim and
Chang Gyoon Lim},
title = {Statistical Detection of Adversarial Examples in Blockchain-Based
Federated Forest In-Vehicle Network Intrusion Detection Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {109366--109384},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3212412},
doi = {10.1109/ACCESS.2022.3212412},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/AliyuEMKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/FaustoGPM22,
author = {Alessandro Fausto and
Giovanni Battista Gaggero and
Fabio Patrone and
Mario Marchese},
title = {Reduction of the Delays Within an Intrusion Detection System {(IDS)}
Based on Software Defined Networking {(SDN)}},
journal = {{IEEE} Access},
volume = {10},
pages = {109850--109862},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3214974},
doi = {10.1109/ACCESS.2022.3214974},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/FaustoGPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GhanemGJNSNAASO22,
author = {Waheed Ali H. M. Ghanem and
Sanaa Abduljabbar Ahmed Ghaleb and
Aman Jantan and
Abdullah B. Nasser and
Sami Abdulla Mohsen Saleh and
Amir Ngah and
Arifah Che Alhadi and
Humaira Arshad and
Abdul{-}Malik H. Y. Saad and
Abiodun Esther Omolara and
Yousef A. Baker El{-}Ebiary and
Oludare Isaac Abiodun},
title = {Cyber Intrusion Detection System Based on a Multiobjective Binary
Bat Algorithm for Feature Selection and Enhanced Bat Algorithm for
Parameter Optimization in Neural Networks},
journal = {{IEEE} Access},
volume = {10},
pages = {76318--76339},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3192472},
doi = {10.1109/ACCESS.2022.3192472},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/GhanemGJNSNAASO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JanabiKJ22a,
author = {Ahmed H. Janabi and
Triantafyllos Kanakis and
Mark Johnson},
title = {Overhead Reduction Technique for Software-Defined Network Based Intrusion
Detection Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {66481--66491},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3184722},
doi = {10.1109/ACCESS.2022.3184722},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JanabiKJ22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KimP22,
author = {Taehoon Kim and
Wooguil Pak},
title = {Robust Network Intrusion Detection System Based on Machine-Learning
With Early Classification},
journal = {{IEEE} Access},
volume = {10},
pages = {10754--10767},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3145002},
doi = {10.1109/ACCESS.2022.3145002},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KimP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KimP22a,
author = {Taehoon Kim and
Wooguil Pak},
title = {Early Detection of Network Intrusions Using a GAN-Based One-Class
Classifier},
journal = {{IEEE} Access},
volume = {10},
pages = {119357--119367},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3221400},
doi = {10.1109/ACCESS.2022.3221400},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KimP22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LeeJCLC22,
author = {Seyoung Lee and
Hyo Jin Jo and
Aram Cho and
Dong Hoon Lee and
Wonsuk Choi},
title = {{TTIDS:} Transmission-Resuming Time-Based Intrusion Detection System
for Controller Area Network {(CAN)}},
journal = {{IEEE} Access},
volume = {10},
pages = {52139--52153},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3174356},
doi = {10.1109/ACCESS.2022.3174356},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LeeJCLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SelvarajanKKAK22,
author = {Shitharth Selvarajan and
Pravin Kshirsagar and
Balachandran Praveen Kumar and
Khaled Hamed Alyoubi and
Alaa O. Khadidos},
title = {An Innovative Perceptual Pigeon Galvanized Optimization {(PPGO)} Based
Likelihood Na{\"{\i}}ve Bayes {(LNB)} Classification Approach
for Network Intrusion Detection System},
journal = {{IEEE} Access},
volume = {10},
pages = {46424--46441},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3171660},
doi = {10.1109/ACCESS.2022.3171660},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SelvarajanKKAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SiddiqiP22,
author = {Murtaza Ahmed Siddiqi and
Wooguil Pak},
title = {Tier-Based Optimization for Synthesized Network Intrusion Detection
System},
journal = {{IEEE} Access},
volume = {10},
pages = {108530--108544},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3213937},
doi = {10.1109/ACCESS.2022.3213937},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SiddiqiP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aes/KurniMYT22,
author = {Muralidhar Kurni and
S. Md. Mujeeb and
Bharath Bhushan Yannam and
Arun Singh T},
title = {MRPO-Deep maxout: Manta ray political optimization based Deep maxout
network for big data intrusion detection using spark architecture},
journal = {Adv. Eng. Softw.},
volume = {174},
pages = {103324},
year = {2022},
url = {https://doi.org/10.1016/j.advengsoft.2022.103324},
doi = {10.1016/J.ADVENGSOFT.2022.103324},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aes/KurniMYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/MijalkovicS22,
author = {Jovana Mijalkovic and
Angelo Spognardi},
title = {Reducing the False Negative Rate in Deep Learning Based Network Intrusion
Detection Systems},
journal = {Algorithms},
volume = {15},
number = {8},
pages = {258},
year = {2022},
url = {https://doi.org/10.3390/a15080258},
doi = {10.3390/A15080258},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/MijalkovicS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/YangAZ22,
author = {Bin Yang and
Muhammad Haseeb Arshad and
Qing Zhao},
title = {Packet-Level and Flow-Level Network Intrusion Detection Based on Reinforcement
Learning and Adversarial Training},
journal = {Algorithms},
volume = {15},
number = {12},
pages = {453},
year = {2022},
url = {https://doi.org/10.3390/a15120453},
doi = {10.3390/A15120453},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/YangAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amm/Yu22,
author = {Ju{-}zhen Yu},
title = {Intrusion Detection Technology for Wireless Sensor Networks Based
on Autoregressive Moving Average},
journal = {Adv. Multim.},
volume = {2022},
pages = {2155748:1--2155748:7},
year = {2022},
url = {https://doi.org/10.1155/2022/2155748},
doi = {10.1155/2022/2155748},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amm/Yu22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/RashidKIWG22,
author = {Md. Mamunur Rashid and
Joarder Kamruzzaman and
Tasadduq Imam and
Santoso Wibowo and
Steven Gordon},
title = {A tree-based stacking ensemble technique with feature selection for
network intrusion detection},
journal = {Appl. Intell.},
volume = {52},
number = {9},
pages = {9768--9781},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02968-1},
doi = {10.1007/S10489-021-02968-1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/RashidKIWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/YounisseAA22,
author = {Remah Younisse and
Ashraf Ahmad and
Qasem Abu Al{-}Haija},
title = {Explaining Intrusion Detection-Based Convolutional Neural Networks
Using Shapley Additive Explanations {(SHAP)}},
journal = {Big Data Cogn. Comput.},
volume = {6},
number = {4},
pages = {126},
year = {2022},
url = {https://doi.org/10.3390/bdcc6040126},
doi = {10.3390/BDCC6040126},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdcc/YounisseAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/SarhanLP22,
author = {Mohanad Sarhan and
Siamak Layeghy and
Marius Portmann},
title = {Evaluating Standard Feature Sets Towards Increased Generalisability
and Explainability of ML-Based Network Intrusion Detection},
journal = {Big Data Res.},
volume = {30},
pages = {100359},
year = {2022},
url = {https://doi.org/10.1016/j.bdr.2022.100359},
doi = {10.1016/J.BDR.2022.100359},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/SarhanLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/AlQahtaniK22,
author = {Hamed AlQahtani and
Gulshan Kumar},
title = {A deep learning-based intrusion detection system for in-vehicle networks},
journal = {Comput. Electr. Eng.},
volume = {104},
number = {Part},
pages = {108447},
year = {2022},
url = {https://doi.org/10.1016/j.compeleceng.2022.108447},
doi = {10.1016/J.COMPELECENG.2022.108447},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/AlQahtaniK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/GuptaSGK22,
author = {Karan Gupta and
Deepak Kumar Sharma and
Koyel Datta Gupta and
Anil Kumar},
title = {A tree classifier based network intrusion detection model for Internet
of Medical Things},
journal = {Comput. Electr. Eng.},
volume = {102},
pages = {108158},
year = {2022},
url = {https://doi.org/10.1016/j.compeleceng.2022.108158},
doi = {10.1016/J.COMPELECENG.2022.108158},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/GuptaSGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/RaviCA22,
author = {Vinayakumar Ravi and
Rajasekhar Chaganti and
Mamoun Alazab},
title = {Recurrent deep learning-based feature fusion ensemble meta-classifier
approach for intelligent network intrusion detection system},
journal = {Comput. Electr. Eng.},
volume = {102},
pages = {108156},
year = {2022},
url = {https://doi.org/10.1016/j.compeleceng.2022.108156},
doi = {10.1016/J.COMPELECENG.2022.108156},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/RaviCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/SabaRSKB22,
author = {Tanzila Saba and
Amjad Rehman and
Tariq Sadad and
Hoshang Kolivand and
Saeed Ali Bahaj},
title = {Anomaly-based intrusion detection system for IoT networks through
deep learning model},
journal = {Comput. Electr. Eng.},
volume = {99},
pages = {107810},
year = {2022},
url = {https://doi.org/10.1016/j.compeleceng.2022.107810},
doi = {10.1016/J.COMPELECENG.2022.107810},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/SabaRSKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cem/SinghSSAYT22,
author = {Saurabh Singh and
Sparsh Sharma and
Surbhi Sharma and
Osama Alfarraj and
Byungun Yoon and
Amr Tolba},
title = {Intrusion Detection System-Based Security Mechanism for Vehicular
Ad-Hoc Networks for Industrial IoT},
journal = {{IEEE} Consumer Electron. Mag.},
volume = {11},
number = {6},
pages = {83--92},
year = {2022},
url = {https://doi.org/10.1109/MCE.2021.3138703},
doi = {10.1109/MCE.2021.3138703},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cem/SinghSSAYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/LiuZLFY22,
author = {Guangrui Liu and
Weizhe Zhang and
Xinjie Li and
Kaisheng Fan and
Shui Yu},
title = {VulnerGAN: a backdoor attack through vulnerability amplification against
machine learning-based network intrusion detection systems},
journal = {Sci. China Inf. Sci.},
volume = {65},
number = {7},
pages = {1--19},
year = {2022},
url = {https://doi.org/10.1007/s11432-021-3455-1},
doi = {10.1007/S11432-021-3455-1},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/LiuZLFY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/AjdaniG22,
author = {Mahdi Ajdani and
Hamid Reza Ghaffary},
title = {Improving network intrusion detection by identifying effective features
based on probabilistic dependency trees and evolutionary algorithm},
journal = {Clust. Comput.},
volume = {25},
number = {5},
pages = {3299--3311},
year = {2022},
url = {https://doi.org/10.1007/s10586-022-03564-9},
doi = {10.1007/S10586-022-03564-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/AjdaniG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/NayerP22,
author = {Md. Nayer and
Subhash Chandra Pandey},
title = {Chromosomes identification based differential evolution {(CIDE):}
a new bio-inspired variant for network intrusion detection},
journal = {Clust. Comput.},
volume = {25},
number = {5},
pages = {3459--3480},
year = {2022},
url = {https://doi.org/10.1007/s10586-022-03574-7},
doi = {10.1007/S10586-022-03574-7},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/NayerP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/BaldiniA22,
author = {Gianmarco Baldini and
Irene Amerini},
title = {Online Distributed Denial of Service (DDoS) intrusion detection based
on adaptive sliding window and morphological fractal dimension},
journal = {Comput. Networks},
volume = {210},
pages = {108923},
year = {2022},
url = {https://doi.org/10.1016/j.comnet.2022.108923},
doi = {10.1016/J.COMNET.2022.108923},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/BaldiniA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/FuZ22,
author = {Juan{-}juan Fu and
Xing{-}Lan Zhang},
title = {Gradient importance enhancement based feature fusion intrusion detection
technique},
journal = {Comput. Networks},
volume = {214},
pages = {109180},
year = {2022},
url = {https://doi.org/10.1016/j.comnet.2022.109180},
doi = {10.1016/J.COMNET.2022.109180},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/FuZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/HorchulhackVS22,
author = {Pedro Horchulhack and
Eduardo K. Viegas and
Altair O. Santin},
title = {Toward feasible machine learning model updates in network-based intrusion
detection},
journal = {Comput. Networks},
volume = {202},
pages = {108618},
year = {2022},
url = {https://doi.org/10.1016/j.comnet.2021.108618},
doi = {10.1016/J.COMNET.2021.108618},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/HorchulhackVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/HouXLSW22,
author = {Tianhao Hou and
Hongyan Xing and
Xinyi Liang and
Xin Su and
Zenghui Wang},
title = {Network intrusion detection based on {DNA} spatial information},
journal = {Comput. Networks},
volume = {217},
pages = {109318},
year = {2022},
url = {https://doi.org/10.1016/j.comnet.2022.109318},
doi = {10.1016/J.COMNET.2022.109318},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/HouXLSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/SouzaWMLWG22,
author = {Cristiano Antonio de Souza and
Carlos Becker Westphall and
Renato Bobsin Machado and
Leandro Loffi and
Carla Merkle Westphall and
Guilherme Arthur Geronimo},
title = {Intrusion detection and prevention in fog based IoT environments:
{A} systematic literature review},
journal = {Comput. Networks},
volume = {214},
pages = {109154},
year = {2022},
url = {https://doi.org/10.1016/j.comnet.2022.109154},
doi = {10.1016/J.COMNET.2022.109154},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/SouzaWMLWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/AhmedLS22,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Gautam Srivastava},
title = {A resource allocation deep active learning based on load balancer
for network intrusion detection in {SDN} sensors},
journal = {Comput. Commun.},
volume = {184},
pages = {56--63},
year = {2022},
url = {https://doi.org/10.1016/j.comcom.2021.12.009},
doi = {10.1016/J.COMCOM.2021.12.009},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/comcom/AhmedLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/AksuA22,
author = {Dogukan Aksu and
Muhammed Ali Aydin},
title = {{MGA-IDS:} Optimal feature subset selection for anomaly detection
framework on in-vehicle networks-CAN bus based on genetic algorithm
and intrusion detection approach},
journal = {Comput. Secur.},
volume = {118},
pages = {102717},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102717},
doi = {10.1016/J.COSE.2022.102717},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/AksuA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/GuptaJB22,
author = {Neha Gupta and
Vinita Jindal and
Punam Bedi},
title = {{CSE-IDS:} Using cost-sensitive deep learning and ensemble algorithms
to handle class imbalance in network-based intrusion detection systems},
journal = {Comput. Secur.},
volume = {112},
pages = {102499},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2021.102499},
doi = {10.1016/J.COSE.2021.102499},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/GuptaJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/LeeCCCHK22,
author = {Jung{-}San Lee and
Ying{-}Chin Chen and
Chit{-}Jie Chew and
Chih{-}Lung Chen and
Thu{-}Nguyet Huynh and
Chung{-}Wei Kuo},
title = {CoNN-IDS: Intrusion detection system based on collaborative neural
networks and agile training},
journal = {Comput. Secur.},
volume = {122},
pages = {102908},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102908},
doi = {10.1016/J.COSE.2022.102908},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/LeeCCCHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/WangJTWH22,
author = {Wei Wang and
Songlei Jian and
Yusong Tan and
Qingbo Wu and
Chenlin Huang},
title = {Representation learning-based network intrusion detection system by
capturing explicit and implicit feature interactions},
journal = {Comput. Secur.},
volume = {112},
pages = {102537},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2021.102537},
doi = {10.1016/J.COSE.2021.102537},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/WangJTWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/YangLLWWZH22,
author = {Zhen Yang and
Xiaodong Liu and
Tong Li and
Di Wu and
Jinjiang Wang and
Yunwei Zhao and
Han Han},
title = {A systematic literature review of methods and datasets for anomaly-based
network intrusion detection},
journal = {Comput. Secur.},
volume = {116},
pages = {102675},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102675},
doi = {10.1016/J.COSE.2022.102675},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/YangLLWWZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ZhangJWWLY22,
author = {Chunying Zhang and
Donghao Jia and
Liya Wang and
Wenjie Wang and
Fengchun Liu and
Aimin Yang},
title = {Comparative research on network intrusion detection methods based
on machine learning},
journal = {Comput. Secur.},
volume = {121},
pages = {102861},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102861},
doi = {10.1016/J.COSE.2022.102861},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ZhangJWWLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/AlavizadehAJ22,
author = {Hooman Alavizadeh and
Hootan Alavizadeh and
Julian Jang{-}Jaccard},
title = {Deep Q-Learning Based Reinforcement Learning Approach for Network
Intrusion Detection},
journal = {Comput.},
volume = {11},
number = {3},
pages = {41},
year = {2022},
url = {https://doi.org/10.3390/computers11030041},
doi = {10.3390/COMPUTERS11030041},
timestamp = {Tue, 10 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computers/AlavizadehAJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/XuJLSK22,
author = {Wen Xu and
Julian Jang{-}Jaccard and
Tong Liu and
Fariza Sabrina and
Jin Kwak},
title = {Improved Bidirectional GAN-Based Approach for Network Intrusion Detection
Using One-Class Classifier},
journal = {Comput.},
volume = {11},
number = {6},
pages = {85},
year = {2022},
url = {https://doi.org/10.3390/computers11060085},
doi = {10.3390/COMPUTERS11060085},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computers/XuJLSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/GangulaVM22,
author = {Rekha Gangula and
Murali Mohan V. and
Ranjeeth Kumar M},
title = {Network intrusion detection system for Internet of Things based on
enhanced flower pollination algorithm and ensemble classifier},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {21},
year = {2022},
url = {https://doi.org/10.1002/cpe.7103},
doi = {10.1002/CPE.7103},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/GangulaVM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/KrishnaveniSSP22,
author = {Sivamohan Krishnaveni and
Sivanandam Sivamohan and
Subramanian Sridhar and
Subramani Prabhakaran},
title = {Network intrusion detection based on ensemble classification and feature
selection method for cloud computing},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {11},
year = {2022},
url = {https://doi.org/10.1002/cpe.6838},
doi = {10.1002/CPE.6838},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/KrishnaveniSSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/SugithaPK22,
author = {George Sugitha and
B. C. Preethi and
G. Kavitha},
title = {Intrusion detection framework using stacked auto encoder based deep
neural network in {IOT} network},
journal = {Concurr. Comput. Pract. Exp.},
volume = {34},
number = {28},
year = {2022},
url = {https://doi.org/10.1002/cpe.7401},
doi = {10.1002/CPE.7401},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/SugithaPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csse/ArivazhagiK22,
author = {A. Arivazhagi and
S. Raja Kumar},
title = {An Efficient Stabbing Based Intrusion Detection Framework for Sensor
Networks},
journal = {Comput. Syst. Sci. Eng.},
volume = {43},
number = {1},
pages = {141--157},
year = {2022},
url = {https://doi.org/10.32604/csse.2022.021851},
doi = {10.32604/CSSE.2022.021851},
timestamp = {Tue, 10 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csse/ArivazhagiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/elektrik/CanerEE22,
author = {Serhat Caner and
Nesli Erdogmus and
Yusuf Murat Erten},
title = {Performance analysis and feature selection for network-based intrusion
detectionwith deep learning},
journal = {Turkish J. Electr. Eng. Comput. Sci.},
volume = {30},
number = {3},
pages = {629--643},
year = {2022},
url = {https://doi.org/10.55730/1300-0632.3802},
doi = {10.55730/1300-0632.3802},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/elektrik/CanerEE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/HabeebB22,
author = {Mohammed Sayeeduddin Habeeb and
Tummala Ranga Babu},
title = {Network intrusion detection system: {A} survey on artificial intelligence-based
techniques},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {39},
number = {9},
year = {2022},
url = {https://doi.org/10.1111/exsy.13066},
doi = {10.1111/EXSY.13066},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/HabeebB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/AsadG22,
author = {Hafizul Asad and
Ilir Gashi},
title = {Dynamical analysis of diversity in rule-based open source network
intrusion detection systems},
journal = {Empir. Softw. Eng.},
volume = {27},
number = {1},
pages = {4},
year = {2022},
url = {https://doi.org/10.1007/s10664-021-10046-w},
doi = {10.1007/S10664-021-10046-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/AsadG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GavelRT22,
author = {Shashank Gavel and
Ajay Singh Raghuvanshi and
Sudarshan Tiwari},
title = {Maximum correlation based mutual information scheme for intrusion
detection in the data networks},
journal = {Expert Syst. Appl.},
volume = {189},
pages = {116089},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2021.116089},
doi = {10.1016/J.ESWA.2021.116089},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/GavelRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/KannaS22,
author = {P. Rajesh Kanna and
P. Santhi},
title = {Hybrid Intrusion Detection using MapReduce based Black Widow Optimized
Convolutional Long Short-Term Memory Neural Networks},
journal = {Expert Syst. Appl.},
volume = {194},
pages = {116545},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.116545},
doi = {10.1016/J.ESWA.2022.116545},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/KannaS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PingaleS22,
author = {Subhash V. Pingale and
Sanjay R. Sutar},
title = {Remora whale optimization-based hybrid deep learning for network intrusion
detection using {CNN} features},
journal = {Expert Syst. Appl.},
volume = {210},
pages = {118476},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.118476},
doi = {10.1016/J.ESWA.2022.118476},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/PingaleS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WangLHC22,
author = {Zhendong Wang and
Zeyu Li and
Daojing He and
Sammy Chan},
title = {A lightweight approach for network intrusion detection in industrial
cyber-physical systems based on knowledge distillation and deep metric
learning},
journal = {Expert Syst. Appl.},
volume = {206},
pages = {117671},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117671},
doi = {10.1016/J.ESWA.2022.117671},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/WangLHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhaoHJGL22,
author = {Xu Zhao and
Guangqiu Huang and
Jin Jiang and
Lin Gao and
Maozhen Li},
title = {Task offloading of cooperative intrusion detection system based on
Deep {Q} Network in mobile edge computing},
journal = {Expert Syst. Appl.},
volume = {206},
pages = {117860},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117860},
doi = {10.1016/J.ESWA.2022.117860},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhaoHJGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/AnsariBL22,
author = {Mohammad Samar Ansari and
V{\'{a}}clav Bartos and
Brian A. Lee},
title = {GRU-based deep learning approach for network intrusion alert prediction},
journal = {Future Gener. Comput. Syst.},
volume = {128},
pages = {235--247},
year = {2022},
url = {https://doi.org/10.1016/j.future.2021.09.040},
doi = {10.1016/J.FUTURE.2021.09.040},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/AnsariBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/DingCDFC22,
author = {Hongwei Ding and
Leiyang Chen and
Liang Dong and
Zhongwang Fu and
Xiaohui Cui},
title = {Imbalanced data classification: {A} {KNN} and generative adversarial
networks-based hybrid approach for intrusion detection},
journal = {Future Gener. Comput. Syst.},
volume = {131},
pages = {240--254},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.01.026},
doi = {10.1016/J.FUTURE.2022.01.026},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/DingCDFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/LiuMZAW22,
author = {Zhiqiang Liu and
Ghulam Mohiuddin and
Jiangbin Zheng and
Muhammad Asim and
Sifei Wang},
title = {Intrusion detection in wireless sensor network using enhanced empirical
based component analysis},
journal = {Future Gener. Comput. Syst.},
volume = {135},
pages = {181--193},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.04.024},
doi = {10.1016/J.FUTURE.2022.04.024},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/LiuMZAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/YuYL22,
author = {Jing Yu and
Xiaojun Ye and
Hongbo Li},
title = {A high precision intrusion detection system for network security communication
based on multi-scale convolutional neural network},
journal = {Future Gener. Comput. Syst.},
volume = {129},
pages = {399--406},
year = {2022},
url = {https://doi.org/10.1016/j.future.2021.10.018},
doi = {10.1016/J.FUTURE.2021.10.018},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/YuYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ZhangZGYL22,
author = {Zhao Zhang and
Yong Zhang and
Da Guo and
Lei Yao and
Zhao Li},
title = {SecFedNIDS: Robust defense for poisoning attack against federated
learning-based network intrusion detection system},
journal = {Future Gener. Comput. Syst.},
volume = {134},
pages = {154--169},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.04.010},
doi = {10.1016/J.FUTURE.2022.04.010},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ZhangZGYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/grid/FotohiAG22,
author = {Reza Fotohi and
Masoud Abdan and
Sanaz Ghasemi},
title = {A Self-Adaptive Intrusion Detection System for Securing UAV-to-UAV
Communications Based on the Human Immune System in {UAV} Networks},
journal = {J. Grid Comput.},
volume = {20},
number = {3},
pages = {22},
year = {2022},
url = {https://doi.org/10.1007/s10723-022-09614-1},
doi = {10.1007/S10723-022-09614-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/grid/FotohiAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iajit/NtiNAS22,
author = {Isaac Kofi Nti and
Owusu Narko{-}Boateng and
Adebayo Felix Adekoya and
Arjun Remadevi Somanathan},
title = {Stacknet based decision fusion classifier for network intrusion detection},
journal = {Int. Arab J. Inf. Technol.},
volume = {19},
number = {3A},
pages = {478--490},
year = {2022},
url = {https://doi.org/10.34028/iajit/19/3A/8},
doi = {10.34028/IAJIT/19/3A/8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iajit/NtiNAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/WeiCLWZ22,
author = {Jingwen Wei and
Ye Chen and
Yingxu Lai and
Yuhang Wang and
Zhaoyi Zhang},
title = {Domain Adversarial Neural Network-Based Intrusion Detection System
for In-Vehicle Network Variant Attacks},
journal = {{IEEE} Commun. Lett.},
volume = {26},
number = {11},
pages = {2547--2551},
year = {2022},
url = {https://doi.org/10.1109/LCOMM.2022.3195486},
doi = {10.1109/LCOMM.2022.3195486},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/WeiCLWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicetd/LiWMLS22,
author = {Wenjuan Li and
Yu Wang and
Weizhi Meng and
Jin Li and
Chunhua Su},
title = {BlockCSDN: Towards Blockchain-Based Collaborative Intrusion Detection
in Software Defined Networking},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {105-D},
number = {2},
pages = {272--279},
year = {2022},
url = {https://doi.org/10.1587/transinf.2021bcp0013},
doi = {10.1587/TRANSINF.2021BCP0013},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicetd/LiWMLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaacs/Li22,
author = {Linlin Li},
title = {The intrusion data mining method for distributed network based on
fuzzy kernel clustering algorithm},
journal = {Int. J. Auton. Adapt. Commun. Syst.},
volume = {15},
number = {1},
pages = {32--45},
year = {2022},
url = {https://doi.org/10.1504/IJAACS.2022.122942},
doi = {10.1504/IJAACS.2022.122942},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaacs/Li22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaci/ParganihaSS22,
author = {Vivek Parganiha and
Soorya Prakash Shukla and
Lokesh Kumar Sharma},
title = {Cloud Intrusion Detection Model Based on Deep Belief Network and Grasshopper
Optimization},
journal = {Int. J. Ambient Comput. Intell.},
volume = {13},
number = {1},
pages = {1--24},
year = {2022},
url = {https://doi.org/10.4018/ijaci.293123},
doi = {10.4018/IJACI.293123},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaci/ParganihaSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaec/ChaibiAM22,
author = {Nassima Chaibi and
Baghdad Atmani and
Most{\'{e}}fa Mokaddem},
title = {A Convolutional Neural Network With Feature Selection-Based Network
Intrusion Detection},
journal = {Int. J. Appl. Evol. Comput.},
volume = {13},
number = {1},
pages = {1--21},
year = {2022},
url = {https://doi.org/10.4018/ijaec.302014},
doi = {10.4018/IJAEC.302014},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaec/ChaibiAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaip/MakaniR22,
author = {Ruchi Makani and
B. V. R. Reddy},
title = {Trust-based-tuning of Bayesian-watchdog intrusion detection for fast
and improved detection of black hole attacks in mobile ad hoc networks},
journal = {Int. J. Adv. Intell. Paradigms},
volume = {21},
number = {1/2},
pages = {53--71},
year = {2022},
url = {https://doi.org/10.1504/IJAIP.2022.121029},
doi = {10.1504/IJAIP.2022.121029},
timestamp = {Mon, 14 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijaip/MakaniR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnis/ChenniappanadarSSK22,
author = {Santhosh Kumar Chenniappanadar and
Gnanamurthy Sundharamurthy and
Vinoth Kumar Sakthivelu and
Vishnu Kumar Kaliappan},
title = {A Supervised Machine Learning Based Intrusion Detection Model for
Detecting Cyber-Attacks Against Computer System},
journal = {Int. J. Commun. Networks Inf. Secur.},
volume = {14},
number = {3},
pages = {16--25},
year = {2022},
url = {https://doi.org/10.17762/ijcnis.v14i3.5567},
doi = {10.17762/IJCNIS.V14I3.5567},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcnis/ChenniappanadarSSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnis/YuwonoU22,
author = {Imam Yuwono and
Eviani Damastuti Utomo},
title = {Neurological Disorders Detection Based on Computer Brain Interface
Using Centralized Blockchain with Intrusion System},
journal = {Int. J. Commun. Networks Inf. Secur.},
volume = {14},
number = {2},
pages = {168--178},
year = {2022},
url = {https://doi.org/10.17762/ijcnis.v14i2.5498},
doi = {10.17762/IJCNIS.V14I2.5498},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcnis/YuwonoU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcomsys/JyothsnaPGD22,
author = {V. Jyothsna and
K. Munivara Prasad and
GopiChand G and
Durga Bhavani D},
title = {{DLMHS:} Flow-based intrusion detection system using deep learning
neural network and meta-heuristic scale},
journal = {Int. J. Commun. Syst.},
volume = {35},
number = {10},
year = {2022},
url = {https://doi.org/10.1002/dac.5159},
doi = {10.1002/DAC.5159},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcomsys/JyothsnaPGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsn/WeiRLZ22,
author = {Min Wei and
Chunmeng Rong and
Erxiong Liang and
Yuan Zhuang},
title = {An intrusion detection mechanism for IPv6-based wireless sensor networks},
journal = {Int. J. Distributed Sens. Networks},
volume = {18},
number = {3},
pages = {155013292210779},
year = {2022},
url = {https://doi.org/10.1177/15501329221077922},
doi = {10.1177/15501329221077922},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsn/WeiRLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdst/PawarJ22,
author = {Mohandas V. Pawar and
Anuradha Jagadeesan},
title = {Opposition-Based Deer Hunting Optimization-Based Hybrid Classifier
for Intrusion Detection in Wireless Sensor Networks},
journal = {Int. J. Distributed Syst. Technol.},
volume = {13},
number = {5},
pages = {1--29},
year = {2022},
url = {https://doi.org/10.4018/IJDST.300356},
doi = {10.4018/IJDST.300356},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdst/PawarJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijict/CuiMLW22,
author = {Ajun Cui and
Yan{-}hong Ma and
Chen Li and
Xiao{-}ming Wang},
title = {Retrieval method for multi-level network malicious intrusion information
based on sequential logic model},
journal = {Int. J. Inf. Commun. Technol.},
volume = {21},
number = {4},
pages = {386--397},
year = {2022},
url = {https://doi.org/10.1504/IJICT.2022.10051126},
doi = {10.1504/IJICT.2022.10051126},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijict/CuiMLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijipt/MoZ22,
author = {Lianguang Mo and
Yucai Zhou},
title = {Small area purification and recognition of network intrusion signals
based on the second-order matching filter detection},
journal = {Int. J. Internet Protoc. Technol.},
volume = {15},
number = {1},
pages = {1--7},
year = {2022},
url = {https://doi.org/10.1504/IJIPT.2022.122031},
doi = {10.1504/IJIPT.2022.122031},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijipt/MoZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijira/Boopathi22,
author = {Mythili Boopathi},
title = {Henry MaxNet: tversky index based feature selection and competitive
swarm henry gas solubility optimization integrated Deep Maxout network
for intrusion detection in IoT},
journal = {Int. J. Intell. Robotics Appl.},
volume = {6},
number = {2},
pages = {365--383},
year = {2022},
url = {https://doi.org/10.1007/s41315-022-00234-2},
doi = {10.1007/S41315-022-00234-2},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijira/Boopathi22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/GongDA22,
author = {Qian Gong and
Phil DeMar and
Mine Altunay},
title = {ThunderSecure: deploying real-time intrusion detection for 100G research
networks by leveraging stream-based features and one-class classification
network},
journal = {Int. J. Inf. Sec.},
volume = {21},
number = {4},
pages = {799--812},
year = {2022},
url = {https://doi.org/10.1007/s10207-022-00584-9},
doi = {10.1007/S10207-022-00584-9},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/GongDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisp/MathurLGL22,
author = {Nitin O. Mathur and
Chengcheng Li and
Bilal Gonen and
Kijung Lee},
title = {Application of Representation Learning-Based Chronological Modeling
for Network Intrusion Detection},
journal = {Int. J. Inf. Secur. Priv.},
volume = {16},
number = {1},
pages = {1--32},
year = {2022},
url = {https://doi.org/10.4018/ijisp.291701},
doi = {10.4018/IJISP.291701},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijisp/MathurLGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitm/WangZ22,
author = {Xifeng Wang and
Xiaoluan Zhang},
title = {Network intrusion detection method based on improved ant colony algorithm
combined with cluster analysis in cloud computing environment},
journal = {Int. J. Inf. Technol. Manag.},
volume = {21},
number = {4},
pages = {345--358},
year = {2022},
url = {https://doi.org/10.1504/IJITM.2022.10051595},
doi = {10.1504/IJITM.2022.10051595},
timestamp = {Mon, 21 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitm/WangZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnm/KagadeJ22,
author = {Ranjeet B. Kagade and
Santhosh Jayagopalan},
title = {Optimization assisted deep learning based intrusion detection system
in wireless sensor network with two-tier trust evaluation},
journal = {Int. J. Netw. Manag.},
volume = {32},
number = {4},
year = {2022},
url = {https://doi.org/10.1002/nem.2196},
doi = {10.1002/NEM.2196},
timestamp = {Wed, 14 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijnm/KagadeJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpp/NaqashSN22,
author = {Talha Naqash and
Sajjad Hussain Shah and
Muhammad Najam{-}ul{-}Islam},
title = {Statistical Analysis Based Intrusion Detection System for Ultra-High-Speed
Software Defined Network},
journal = {Int. J. Parallel Program.},
volume = {50},
number = {1},
pages = {89--114},
year = {2022},
url = {https://doi.org/10.1007/s10766-021-00715-0},
doi = {10.1007/S10766-021-00715-0},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijpp/NaqashSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/WangZWRGZ22,
author = {Qian Wang and
Wenfang Zhao and
Xiaoyu Wei and
Jiadong Ren and
Yuying Gao and
Bing Zhang},
title = {Intrusion Detection Algorithm Based on Convolutional Neural Network
and Light Gradient Boosting Machine},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {32},
number = {8},
pages = {1229--1245},
year = {2022},
url = {https://doi.org/10.1142/S0218194022500462},
doi = {10.1142/S0218194022500462},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/WangZWRGZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsir/DeelipK22,
author = {Mali Shrikant Deelip and
Govinda Kannayaram},
title = {ESREHO-MaxNet: Deep Maxout Network For Intrusion Detection And Attack
Mitigation In Iot With Wrapper Based Feature Selection Approach},
journal = {Int. J. Swarm Intell. Res.},
volume = {13},
number = {1},
pages = {1--26},
year = {2022},
url = {https://doi.org/10.4018/ijsir.304901},
doi = {10.4018/IJSIR.304901},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsir/DeelipK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsir/KambleM22,
author = {Arvind Kamble and
Virendra S. Malemath},
title = {Adam Improved Rider Optimization-Based Deep Recurrent Neural Network
for the Intrusion Detection in Cyber Physical Systems},
journal = {Int. J. Swarm Intell. Res.},
volume = {13},
number = {3},
pages = {1--22},
year = {2022},
url = {https://doi.org/10.4018/ijsir.304402},
doi = {10.4018/IJSIR.304402},
timestamp = {Fri, 09 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsir/KambleM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsn/KherbacheAE22,
author = {Meriem Kherbache and
Kamal Amroun and
David Espes},
title = {A new wrapper feature selection model for anomaly-based intrusion
detection systems},
journal = {Int. J. Secur. Networks},
volume = {17},
number = {2},
pages = {107--123},
year = {2022},
url = {https://doi.org/10.1504/IJSN.2022.123298},
doi = {10.1504/IJSN.2022.123298},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsn/KherbacheAE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsn/NishaP22,
author = {T. N. Nisha and
Dhanya Pramod},
title = {Network event-based model using finite state machine to detect and
predict insider intrusion on enterprise networks},
journal = {Int. J. Secur. Networks},
volume = {17},
number = {4},
pages = {269--283},
year = {2022},
url = {https://doi.org/10.1504/IJSN.2022.10051286},
doi = {10.1504/IJSN.2022.10051286},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijsn/NishaP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informatics/AntunesOSVSM22,
author = {M{\'{a}}rio J. Antunes and
Lu{\'{\i}}s M. L. Oliveira and
Afonso Seguro and
Jo{\~{a}}o Ver{\'{\i}}ssimo and
Ruben Salgado and
Tiago Murteira},
title = {Benchmarking Deep Learning Methods for Behaviour-Based Network Intrusion
Detection},
journal = {Informatics},
volume = {9},
number = {1},
pages = {29},
year = {2022},
url = {https://doi.org/10.3390/informatics9010029},
doi = {10.3390/INFORMATICS9010029},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/informatics/AntunesOSVSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iot/AnwarHZ22,
author = {Anika Anwar and
Talal Halabi and
Mohammad Zulkernine},
title = {Scalable Collaborative Intrusion Detection in Autonomous Vehicular
Networks: {A} hierarchical framework based on game theory},
journal = {Internet Things},
volume = {20},
pages = {100631},
year = {2022},
url = {https://doi.org/10.1016/j.iot.2022.100631},
doi = {10.1016/J.IOT.2022.100631},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iot/AnwarHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/DaoL22,
author = {Thi{-}Nga Dao and
HyungJune Lee},
title = {Stacked Autoencoder-Based Probabilistic Feature Extraction for On-Device
Network Intrusion Detection},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {16},
pages = {14438--14451},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3078292},
doi = {10.1109/JIOT.2021.3078292},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/DaoL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhaoGXYOAG22,
author = {Ruijie Zhao and
Guan Gui and
Zhi Xue and
Jie Yin and
Tomoaki Ohtsuki and
Bamidele Adebisi and
Haris Gacanin},
title = {A Novel Intrusion Detection Method Based on Lightweight Neural Network
for Internet of Things},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {12},
pages = {9960--9972},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3119055},
doi = {10.1109/JIOT.2021.3119055},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ZhaoGXYOAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhouLLYSW22,
author = {Xiaokang Zhou and
Wei Liang and
Weimin Li and
Ke Yan and
Shohei Shimizu and
Kevin I{-}Kai Wang},
title = {Hierarchical Adversarial Attacks Against Graph-Neural-Network-Based
IoT Network Intrusion Detection System},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {12},
pages = {9310--9319},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3130434},
doi = {10.1109/JIOT.2021.3130434},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/ZhouLLYSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotm/RaviCA22,
author = {Vinayakumar Ravi and
Rajasekhar Chaganti and
Mamoun Alazab},
title = {Deep Learning Feature Fusion Approach for an Intrusion Detection System
in SDN-Based IoT Networks},
journal = {{IEEE} Internet Things Mag.},
volume = {5},
number = {2},
pages = {24--29},
year = {2022},
url = {https://doi.org/10.1109/IOTM.003.2200001},
doi = {10.1109/IOTM.003.2200001},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotm/RaviCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isjgp/SommestadHS22,
author = {Teodor Sommestad and
Hannes Holm and
Daniel Steinvall},
title = {Variables influencing the effectiveness of signature-based network
intrusion detection systems},
journal = {Inf. Secur. J. {A} Glob. Perspect.},
volume = {31},
number = {6},
pages = {711--728},
year = {2022},
url = {https://doi.org/10.1080/19393555.2021.1975853},
doi = {10.1080/19393555.2021.1975853},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isjgp/SommestadHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/IborOOA22,
author = {Ayei E. Ibor and
Olusoji B. Okunoye and
Florence A. Oladeji and
Khadeejah A. Abdulsalam},
title = {Novel Hybrid Model for Intrusion Prediction on Cyber Physical Systems'
Communication Networks based on Bio-inspired Deep Neural Network Structure},
journal = {J. Inf. Secur. Appl.},
volume = {65},
pages = {103107},
year = {2022},
url = {https://doi.org/10.1016/j.jisa.2021.103107},
doi = {10.1016/J.JISA.2021.103107},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/istr/IborOOA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iswa/HassanAMAA22,
author = {Ibrahim Hayatu Hassan and
Mohammed Abdullahi and
Mansur Aliyu Masama and
Yusuf Sahabi Ali and
Abdulrazaq Abdulrahim},
title = {An improved binary manta ray foraging optimization algorithm based
feature selection and random forest classifier for network intrusion
detection},
journal = {Intell. Syst. Appl.},
volume = {16},
pages = {200114},
year = {2022},
url = {https://doi.org/10.1016/j.iswa.2022.200114},
doi = {10.1016/J.ISWA.2022.200114},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iswa/HassanAMAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itiis/0001LWZZH22,
author = {Jia Zhao and
Song Li and
Runxiu Wu and
Yiying Zhang and
Bo Zhang and
Longzhe Han},
title = {Tri-training algorithm based on cross entropy and K-nearest neighbors
for network intrusion detection},
journal = {{KSII} Trans. Internet Inf. Syst.},
volume = {16},
number = {12},
pages = {3889--3903},
year = {2022},
url = {https://doi.org/10.3837/tiis.2022.12.006},
doi = {10.3837/TIIS.2022.12.006},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/itiis/0001LWZZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/XuSMZWL22,
author = {Yuzhao Xu and
Yanjing Sun and
Zhanguo Ma and
Hongjie Zhao and
Yanfen Wang and
Nannan Lu},
title = {Attribute Selection Based Genetic Network Programming for Intrusion
Detection System},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {26},
number = {5},
pages = {671--683},
year = {2022},
url = {https://doi.org/10.20965/jaciii.2022.p0671},
doi = {10.20965/JACIII.2022.P0671},
timestamp = {Mon, 10 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaciii/XuSMZWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcloudc/OnyemaDRSYW22,
author = {Edeh Michael Onyema and
Surjeet Dalal and
Carlos Andr{\'{e}}s Tavera Romero and
Bijeta Seth and
Praise Young and
Mohd Anas Wajid},
title = {Design of Intrusion Detection System based on Cyborg intelligence
for security of Cloud Network Traffic of Smart Cities},
journal = {J. Cloud Comput.},
volume = {11},
pages = {26},
year = {2022},
url = {https://doi.org/10.1186/s13677-022-00305-6},
doi = {10.1186/S13677-022-00305-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcloudc/OnyemaDRSYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jhsn/ZhangZXZ22,
author = {Ling Zhang and
Jian{-}Wei Zhang and
Xiang{-}Jun Xin and
Kai{-}Lai Zhou},
title = {Intrusion detection model based on coordinative immune and random
antibody forest},
journal = {J. High Speed Networks},
volume = {28},
number = {3},
pages = {205--220},
year = {2022},
url = {https://doi.org/10.3233/JHS-220691},
doi = {10.3233/JHS-220691},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jhsn/ZhangZXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/SinghGR22,
author = {Ghanshyam Singh and
Shashank Gavel and
Ajay Singh Raghuvanshi},
title = {A cross-layer based optimized feature selection scheme for intrusion
detection in wireless sensor network},
journal = {J. Intell. Fuzzy Syst.},
volume = {42},
number = {6},
pages = {4949--4958},
year = {2022},
url = {https://doi.org/10.3233/JIFS-210700},
doi = {10.3233/JIFS-210700},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/SinghGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/AbdussamiF22,
author = {Aftab Alam Abdussami and
Mohammed Faizan Farooqui},
title = {Optimal Feature Selection with Weight Optimised Deep Neural Network
for Incremental Learning-Based Intrusion Detection in Fog Environment},
journal = {J. Inf. Knowl. Manag.},
volume = {21},
number = {3},
pages = {2250042:1--2250042:33},
year = {2022},
url = {https://doi.org/10.1142/S0219649222500423},
doi = {10.1142/S0219649222500423},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jikm/AbdussamiF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jksucis/UdasKR22,
author = {Pritom Biswas Udas and
Md. Ebtidaul Karim and
Kowshik Sankar Roy},
title = {{SPIDER:} {A} shallow {PCA} based network intrusion detection system
with enhanced recurrent neural networks},
journal = {J. King Saud Univ. Comput. Inf. Sci.},
volume = {34},
number = {10 Part {B}},
pages = {10246--10272},
year = {2022},
url = {https://doi.org/10.1016/j.jksuci.2022.10.019},
doi = {10.1016/J.JKSUCI.2022.10.019},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jksucis/UdasKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocsap/IoulianouVS22,
author = {Philokypros P. Ioulianou and
Vassilios G. Vassilakis and
Siamak F. Shahandashti},
title = {A Trust-Based Intrusion Detection System for {RPL} Networks: Detecting
a Combination of Rank and Blackhole Attacks},
journal = {J. Cybersecur. Priv.},
volume = {2},
number = {1},
pages = {124--152},
year = {2022},
url = {https://doi.org/10.3390/jcp2010009},
doi = {10.3390/JCP2010009},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jocsap/IoulianouVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/LiWL22,
author = {Wenjuan Li and
Yu Wang and
Jin Li},
title = {Enhancing blockchain-based filtration mechanism via {IPFS} for collaborative
intrusion detection in IoT networks},
journal = {J. Syst. Archit.},
volume = {127},
pages = {102510},
year = {2022},
url = {https://doi.org/10.1016/j.sysarc.2022.102510},
doi = {10.1016/J.SYSARC.2022.102510},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsa/LiWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/AlimiOARA22,
author = {Kuburat Oyeranti Adefemi Alimi and
Khmaies Ouahada and
Adnan M. Abu{-}Mahfouz and
Suvendi Rimer and
Oyeniyi Akeem Alimi},
title = {Refined {LSTM} Based Intrusion Detection for Denial-of-Service Attack
in Internet of Things},
journal = {J. Sens. Actuator Networks},
volume = {11},
number = {3},
pages = {32},
year = {2022},
url = {https://doi.org/10.3390/jsan11030032},
doi = {10.3390/JSAN11030032},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsan/AlimiOARA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/RatheeKF22,
author = {Geetanjali Rathee and
Chaker Abdelaziz Kerrache and
Mohamed Amine Ferrag},
title = {A Blockchain-Based Intrusion Detection System Using Viterbi Algorithm
and Indirect Trust for IIoT Systems},
journal = {J. Sens. Actuator Networks},
volume = {11},
number = {4},
pages = {71},
year = {2022},
url = {https://doi.org/10.3390/jsan11040071},
doi = {10.3390/JSAN11040071},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsan/RatheeKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CavilleLLP22,
author = {Evan Caville and
Wai Weng Lo and
Siamak Layeghy and
Marius Portmann},
title = {Anomal-E: {A} self-supervised network intrusion detection system based
on graph neural networks},
journal = {Knowl. Based Syst.},
volume = {258},
pages = {110030},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.110030},
doi = {10.1016/J.KNOSYS.2022.110030},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/CavilleLLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChenLWJWC22,
author = {Yi Chen and
Qiuzhen Lin and
Wenhong Wei and
Junkai Ji and
Ka{-}Chun Wong and
Carlos A. Coello Coello},
title = {Intrusion detection using multi-objective evolutionary convolutional
neural network for Internet of Things in Fog computing},
journal = {Knowl. Based Syst.},
volume = {244},
pages = {108505},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108505},
doi = {10.1016/J.KNOSYS.2022.108505},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ChenLWJWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/KumarMR22,
author = {Ravinder Kumar and
Amita Malik and
Virender Ranga},
title = {An intellectual intrusion detection system using Hybrid Hunger Games
Search and Remora Optimization Algorithm for IoT wireless networks},
journal = {Knowl. Based Syst.},
volume = {256},
pages = {109762},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109762},
doi = {10.1016/J.KNOSYS.2022.109762},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/KumarMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MoizuddinJ22,
author = {M. D. Moizuddin and
M. Victor Jose},
title = {A bio-inspired hybrid deep learning model for network intrusion detection},
journal = {Knowl. Based Syst.},
volume = {238},
pages = {107894},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2021.107894},
doi = {10.1016/J.KNOSYS.2021.107894},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MoizuddinJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/DingKW22,
author = {Shanshuo Ding and
Liang Kou and
Ting Wu},
title = {A GAN-Based Intrusion Detection Model for 5G Enabled Future Metaverse},
journal = {Mob. Networks Appl.},
volume = {27},
number = {6},
pages = {2596--2610},
year = {2022},
url = {https://doi.org/10.1007/s11036-022-02075-6},
doi = {10.1007/S11036-022-02075-6},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/monet/DingKW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/DuLLT22,
author = {Ruizhong Du and
Yun Li and
Xiaoyan Liang and
Junfeng Tian},
title = {Support Vector Machine Intrusion Detection Scheme Based on Cloud-Fog
Collaboration},
journal = {Mob. Networks Appl.},
volume = {27},
number = {1},
pages = {431--440},
year = {2022},
url = {https://doi.org/10.1007/s11036-021-01838-x},
doi = {10.1007/S11036-021-01838-X},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/monet/DuLLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/ChowdhurySRS22,
author = {Ratul Chowdhury and
Shibaprasad Sen and
Arindam Roy and
Banani Saha},
title = {An optimal feature based network intrusion detection system using
bagging ensemble method for real-time traffic analysis},
journal = {Multim. Tools Appl.},
volume = {81},
number = {28},
pages = {41225--41247},
year = {2022},
url = {https://doi.org/10.1007/s11042-022-12330-3},
doi = {10.1007/S11042-022-12330-3},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/ChowdhurySRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/PustokhinaPLGKS22,
author = {Irina Valeryevna Pustokhina and
Denis Alexandrovich Pustokhin and
E. Laxmi Lydia and
Puneet Garg and
Amarender Kadian and
K. Shankar},
title = {Hyperparameter search based convolution neural network with Bi-LSTM
model for intrusion detection system in multimedia big data environment},
journal = {Multim. Tools Appl.},
volume = {81},
number = {24},
pages = {34951--34968},
year = {2022},
url = {https://doi.org/10.1007/s11042-021-11271-7},
doi = {10.1007/S11042-021-11271-7},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/PustokhinaPLGKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/network/ChenYZJ22,
author = {Haoyu Chen and
Bin Yuan and
Deqing Zou and
Hai Jin},
title = {A Fuzzing-Based Method for Testing Rules in Intrusion Detection Systems
in 6G Networks},
journal = {{IEEE} Netw.},
volume = {36},
number = {4},
pages = {150--158},
year = {2022},
url = {https://doi.org/10.1109/MNET.002.2100655},
doi = {10.1109/MNET.002.2100655},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/network/ChenYZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/network/WangLWWF22,
author = {Tingting Wang and
Jianqing Li and
Wei Wei and
Wei Wang and
Kai Fang},
title = {Deep-Learning-Based Weak Electromagnetic Intrusion Detection Method
for Zero Touch Networks on Industrial IoT},
journal = {{IEEE} Netw.},
volume = {36},
number = {6},
pages = {236--242},
year = {2022},
url = {https://doi.org/10.1109/MNET.001.2100754},
doi = {10.1109/MNET.001.2100754},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/network/WangLWWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/BalamuruganMKYK22,
author = {E. Balamurugan and
Abolfazl Mehbodniya and
Elham Kariri and
Kusum Yadav and
Anil Kumar and
Mohd Anul Haq},
title = {Network optimization using defender system in cloud computing security
based intrusion detection system withgame theory deep neural network
{(IDSGT-DNN)}},
journal = {Pattern Recognit. Lett.},
volume = {156},
pages = {142--151},
year = {2022},
url = {https://doi.org/10.1016/j.patrec.2022.02.013},
doi = {10.1016/J.PATREC.2022.02.013},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/BalamuruganMKYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/WangGYZDCK22,
author = {Jian Wang and
Shibin Gao and
Long Yu and
Dongkai Zhang and
Chugang Ding and
Ke Chen and
Lei Kou},
title = {Predicting wind-caused floater intrusion risk for overhead contact
lines based on Bayesian neural network with spatiotemporal correlation
analysis},
journal = {Reliab. Eng. Syst. Saf.},
volume = {225},
pages = {108603},
year = {2022},
url = {https://doi.org/10.1016/j.ress.2022.108603},
doi = {10.1016/J.RESS.2022.108603},
timestamp = {Sat, 13 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ress/WangGYZDCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/KimLLKCW22,
author = {Wansoo Kim and
Jungho Lee and
Yousik Lee and
Yeon{-}Jin Kim and
Jingyun Chung and
Samuel Woo},
title = {Vehicular Multilevel Data Arrangement-Based Intrusion Detection System
for In-Vehicle {CAN}},
journal = {Secur. Commun. Networks},
volume = {2022},
pages = {4322148:1--4322148:11},
year = {2022},
url = {https://doi.org/10.1155/2022/4322148},
doi = {10.1155/2022/4322148},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/KimLLKCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AlbasheerSMTSHK22,
author = {Hashim Albasheer and
Maheyzah Md Siraj and
Azath Mubarakali and
Omer Elsier Tayfour and
Sayeed Haider Salih and
Mosab Hamdan and
Suleman Khan and
Anazida Zainal and
Sameer Kamarudeen},
title = {Cyber-Attack Prediction Based on Network Intrusion Detection Systems
for Alert Correlation Techniques: {A} Survey},
journal = {Sensors},
volume = {22},
number = {4},
pages = {1494},
year = {2022},
url = {https://doi.org/10.3390/s22041494},
doi = {10.3390/S22041494},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AlbasheerSMTSHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/Baz22,
author = {Mohammed Baz},
title = {{SEHIDS:} Self Evolving Host-Based Intrusion Detection System for
IoT Networks},
journal = {Sensors},
volume = {22},
number = {17},
pages = {6505},
year = {2022},
url = {https://doi.org/10.3390/s22176505},
doi = {10.3390/S22176505},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/Baz22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/RodriguezVOCVPC22,
author = {Eva Rodr{\'{\i}}guez and
Pol Valls and
Beatriz Otero and
Juan Jos{\'{e}} Costa and
Javier Verd{\'{u}} and
Manuel Alejandro Pajuelo and
Ramon Canal},
title = {Transfer-Learning-Based Intrusion Detection Framework in IoT Networks},
journal = {Sensors},
volume = {22},
number = {15},
pages = {5621},
year = {2022},
url = {https://doi.org/10.3390/s22155621},
doi = {10.3390/S22155621},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/RodriguezVOCVPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SheikhiK22,
author = {Saeid Sheikhi and
Panos Kostakos},
title = {A Novel Anomaly-Based Intrusion Detection Model Using PSOGWO-Optimized
{BP} Neural Network and GA-Based Feature Selection},
journal = {Sensors},
volume = {22},
number = {23},
pages = {9318},
year = {2022},
url = {https://doi.org/10.3390/s22239318},
doi = {10.3390/S22239318},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/SheikhiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SinghANSL22,
author = {Abhilash Singh and
J. Amutha and
Jaiprakash Nagar and
Sandeep Sharma and
Cheng{-}Chi Lee},
title = {{LT-FS-ID:} Log-Transformed Feature Learning and Feature-Scaling-Based
Machine Learning Algorithms to Predict the k-Barriers for Intrusion
Detection Using Wireless Sensor Network},
journal = {Sensors},
volume = {22},
number = {3},
pages = {1070},
year = {2022},
url = {https://doi.org/10.3390/s22031070},
doi = {10.3390/S22031070},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/SinghANSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sis/PatilP22,
author = {Dharmaraj R. Patil and
Tareek M. Pattewar},
title = {Majority Voting and Feature Selection Based Network Intrusion Detection
System},
journal = {{EAI} Endorsed Trans. Scalable Inf. Syst.},
volume = {9},
number = {6},
pages = {e6},
year = {2022},
url = {https://doi.org/10.4108/eai.4-4-2022.173780},
doi = {10.4108/EAI.4-4-2022.173780},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sis/PatilP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/SinghK22,
author = {Krishan Pal Singh and
Nishtha Kesswani},
title = {An Anomaly-Based Intrusion Detection System for IoT Networks Using
Trust Factor},
journal = {{SN} Comput. Sci.},
volume = {3},
number = {2},
pages = {168},
year = {2022},
url = {https://doi.org/10.1007/s42979-022-01053-9},
doi = {10.1007/S42979-022-01053-9},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/SinghK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/ThirimanneJYLH22,
author = {Sharuka Promodya Thirimanne and
Lasitha Jayawardana and
Lasith Yasakethu and
Pushpika Liyanaarachchi and
Chaminda Hewage},
title = {Deep Neural Network Based Real-Time Intrusion Detection System},
journal = {{SN} Comput. Sci.},
volume = {3},
number = {2},
pages = {145},
year = {2022},
url = {https://doi.org/10.1007/s42979-022-01031-1},
doi = {10.1007/S42979-022-01031-1},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/ThirimanneJYLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/suscom/SamriyaTCSSK22,
author = {Jitendra Kumar Samriya and
Rajeev Tiwari and
Xiaochun Cheng and
Rahul Kumar Singh and
Achyut Shankar and
Manoj Kumar},
title = {Network intrusion detection using {ACO-DNN} model with {DVFS} based
energy optimization in cloud framework},
journal = {Sustain. Comput. Informatics Syst.},
volume = {35},
pages = {100746},
year = {2022},
url = {https://doi.org/10.1016/j.suscom.2022.100746},
doi = {10.1016/J.SUSCOM.2022.100746},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/suscom/SamriyaTCSSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/CaoLFWJT22,
author = {Zijian Cao and
Jian Li and
Yanfang Fu and
Zhenyu Wang and
Haowen Jia and
Feng Tian},
title = {An adaptive biogeography-based optimization with cumulative covariance
matrix for rule-based network intrusion detection},
journal = {Swarm Evol. Comput.},
volume = {75},
pages = {101199},
year = {2022},
url = {https://doi.org/10.1016/j.swevo.2022.101199},
doi = {10.1016/J.SWEVO.2022.101199},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/CaoLFWJT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/HanKK22,
author = {Hyojoon Han and
Hyukho Kim and
Yangwoo Kim},
title = {An Efficient Hyperparameter Control Method for a Network Intrusion
Detection System Based on Proximal Policy Optimization},
journal = {Symmetry},
volume = {14},
number = {1},
pages = {161},
year = {2022},
url = {https://doi.org/10.3390/sym14010161},
doi = {10.3390/SYM14010161},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/symmetry/HanKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/MhawiAH22,
author = {Doaa N. Mhawi and
Ammar Aldallal and
Soukeana Hassan},
title = {Advanced Feature-Selection-Based Hybrid Ensemble Learning Algorithms
for Network Intrusion Detection Systems},
journal = {Symmetry},
volume = {14},
number = {7},
pages = {1461},
year = {2022},
url = {https://doi.org/10.3390/sym14071461},
doi = {10.3390/SYM14071461},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/MhawiAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/NieWWGWGL22,
author = {Laisen Nie and
Yixuan Wu and
Xiaojie Wang and
Lei Guo and
Guoyin Wang and
Xinbo Gao and
Shengtao Li},
title = {Intrusion Detection for Secure Social Internet of Things Based on
Collaborative Edge Computing: {A} Generative Adversarial Network-Based
Approach},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {9},
number = {1},
pages = {134--145},
year = {2022},
url = {https://doi.org/10.1109/TCSS.2021.3063538},
doi = {10.1109/TCSS.2021.3063538},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/NieWWGWGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/XieWGW22,
author = {Jialiang Xie and
Honghui Wang and
Jonathan M. Garibaldi and
Dongrui Wu},
title = {Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy
Sets},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {30},
number = {9},
pages = {3460--3472},
year = {2022},
url = {https://doi.org/10.1109/TFUZZ.2021.3117441},
doi = {10.1109/TFUZZ.2021.3117441},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/XieWGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/NandyAKMV22,
author = {Sudarshan Nandy and
Mainak Adhikari and
Mohammad Ayoub Khan and
Varun G. Menon and
Sandeep Verma},
title = {An Intrusion Detection Mechanism for Secured IoMT Framework Based
on Swarm-Neural Network},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {26},
number = {5},
pages = {1969--1976},
year = {2022},
url = {https://doi.org/10.1109/JBHI.2021.3101686},
doi = {10.1109/JBHI.2021.3101686},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/NandyAKMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/DerhabBMKK22,
author = {Abdelouahid Derhab and
Mohamed Belaoued and
Irfan Mohiuddin and
Fajri Kurniawan and
Muhammad Khurram Khan},
title = {Histogram-Based Intrusion Detection and Filtering Framework for Secure
and Safe In-Vehicle Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {3},
pages = {2366--2379},
year = {2022},
url = {https://doi.org/10.1109/TITS.2021.3088998},
doi = {10.1109/TITS.2021.3088998},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/DerhabBMKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/IslamRYM22,
author = {Riadul Islam and
Rafi Ud Daula Refat and
Sai Manikanta Yerram and
Hafiz Malik},
title = {Graph-Based Intrusion Detection System for Controller Area Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {3},
pages = {1727--1736},
year = {2022},
url = {https://doi.org/10.1109/TITS.2020.3025685},
doi = {10.1109/TITS.2020.3025685},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/IslamRYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/GanCDGW22,
author = {Baiqiang Gan and
Yuqiang Chen and
Qiuping Dong and
Jianlan Guo and
Rongxia Wang},
title = {A convolutional neural network intrusion detection method based on
data imbalance},
journal = {J. Supercomput.},
volume = {78},
number = {18},
pages = {19401--19434},
year = {2022},
url = {https://doi.org/10.1007/s11227-022-04633-x},
doi = {10.1007/S11227-022-04633-X},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/GanCDGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/ApruzzesePC22,
author = {Giovanni Apruzzese and
Luca Pajola and
Mauro Conti},
title = {The Cross-Evaluation of Machine Learning-Based Network Intrusion Detection
Systems},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {19},
number = {4},
pages = {5152--5169},
year = {2022},
url = {https://doi.org/10.1109/TNSM.2022.3157344},
doi = {10.1109/TNSM.2022.3157344},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnsm/ApruzzesePC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/ZhangCP22,
author = {Chaoyun Zhang and
Xavier Costa{-}P{\'{e}}rez and
Paul Patras},
title = {Adversarial Attacks Against Deep Learning-Based Network Intrusion
Detection Systems and Defense Mechanisms},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {30},
number = {3},
pages = {1294--1311},
year = {2022},
url = {https://doi.org/10.1109/TNET.2021.3137084},
doi = {10.1109/TNET.2021.3137084},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/ZhangCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vcomm/LoATACK22,
author = {Wei Lo and
Hamed AlQahtani and
Kutub Thakur and
Ahmad S. Almadhor and
Subhash Chander and
Gulshan Kumar},
title = {A hybrid deep learning based intrusion detection system using spatial-temporal
representation of in-vehicle network traffic},
journal = {Veh. Commun.},
volume = {35},
pages = {100471},
year = {2022},
url = {https://doi.org/10.1016/j.vehcom.2022.100471},
doi = {10.1016/J.VEHCOM.2022.100471},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vcomm/LoATACK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/GavelRT22,
author = {Shashank Gavel and
Ajay Singh Raghuvanshi and
Sudarshan Tiwari},
title = {An optimized maximum correlation based feature reduction scheme for
intrusion detection in data networks},
journal = {Wirel. Networks},
volume = {28},
number = {6},
pages = {2609--2624},
year = {2022},
url = {https://doi.org/10.1007/s11276-022-02988-w},
doi = {10.1007/S11276-022-02988-W},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/winet/GavelRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/OtairIAAS22,
author = {Mohammed Otair and
Osama Talab Ibrahim and
Laith Abualigah and
Maryam Altalhi and
Putra Sumari},
title = {An enhanced Grey Wolf Optimizer based Particle Swarm Optimizer for
intrusion detection system in wireless sensor networks},
journal = {Wirel. Networks},
volume = {28},
number = {2},
pages = {721--744},
year = {2022},
url = {https://doi.org/10.1007/s11276-021-02866-x},
doi = {10.1007/S11276-021-02866-X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/winet/OtairIAAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/KhannaRGSK22,
author = {Ashish Khanna and
Poonam Rani and
Puneet Garg and
Prakash Kumar Singh and
Aditya Khamparia},
title = {An Enhanced Crow Search Inspired Feature Selection Technique for Intrusion
Detection Based Wireless Network System},
journal = {Wirel. Pers. Commun.},
volume = {127},
number = {3},
pages = {2021--2038},
year = {2022},
url = {https://doi.org/10.1007/s11277-021-08766-9},
doi = {10.1007/S11277-021-08766-9},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wpc/KhannaRGSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/KhannaRGSK22a,
author = {Ashish Khanna and
Poonam Rani and
Puneet Garg and
Prakash Kumar Singh and
Aditya Khamparia},
title = {Correction to: An Enhanced Crow Search Inspired Feature Selection
Technique for Intrusion Detection Based Wireless Network System},
journal = {Wirel. Pers. Commun.},
volume = {127},
number = {3},
pages = {2039},
year = {2022},
url = {https://doi.org/10.1007/s11277-021-09144-1},
doi = {10.1007/S11277-021-09144-1},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wpc/KhannaRGSK22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/KrishnanKRJLSSK22,
author = {Rajkumar Krishnan and
R. Santhana Krishnan and
Y. Harold Robinson and
Eanoch Golden Julie and
Hoang Viet Long and
A. Sangeetha and
M. Subramanian and
Raghvendra Kumar},
title = {An Intrusion Detection and Prevention Protocol for Internet of Things
Based Wireless Sensor Networks},
journal = {Wirel. Pers. Commun.},
volume = {124},
number = {4},
pages = {3461--3483},
year = {2022},
url = {https://doi.org/10.1007/s11277-022-09521-4},
doi = {10.1007/S11277-022-09521-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/KrishnanKRJLSSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/LabiodKG22,
author = {Yasmine Labiod and
Abdelaziz Amara Korba and
Nassira Ghoualmi},
title = {Fog Computing-Based Intrusion Detection Architecture to Protect IoT
Networks},
journal = {Wirel. Pers. Commun.},
volume = {125},
number = {1},
pages = {231--259},
year = {2022},
url = {https://doi.org/10.1007/s11277-022-09548-7},
doi = {10.1007/S11277-022-09548-7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wpc/LabiodKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/PrakashL22a,
author = {P. Jaya Prakash and
B. Lalitha},
title = {Optimized Ensemble Classifier Based Network Intrusion Detection System
for {RPL} Based Internet of Things},
journal = {Wirel. Pers. Commun.},
volume = {125},
number = {4},
pages = {3603--3626},
year = {2022},
url = {https://doi.org/10.1007/s11277-022-09726-7},
doi = {10.1007/S11277-022-09726-7},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/PrakashL22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/ZhangHMWL22,
author = {Ting Zhang and
Dezhi Han and
Mario Donato Marino and
Lin Wang and
Kuan{-}Ching Li},
title = {An Evolutionary-Based Approach for Low-Complexity Intrusion Detection
in Wireless Sensor Networks},
journal = {Wirel. Pers. Commun.},
volume = {126},
number = {3},
pages = {2019--2042},
year = {2022},
url = {https://doi.org/10.1007/s11277-021-08757-w},
doi = {10.1007/S11277-021-08757-W},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/ZhangHMWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/ZhangSH22a,
author = {Jie Zhang and
Jinguang Sun and
Hua He},
title = {Clustering Detection Method of Network Intrusion Feature Based on
Support Vector Machine and {LCA} Block Algorithm},
journal = {Wirel. Pers. Commun.},
volume = {127},
number = {1},
pages = {599--613},
year = {2022},
url = {https://doi.org/10.1007/s11277-021-08353-y},
doi = {10.1007/S11277-021-08353-Y},
timestamp = {Wed, 21 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wpc/ZhangSH22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/MerzoukDNCBY22,
author = {Mohamed Amine Merzouk and
Jos{\'{e}}phine Delas and
Christopher Neal and
Fr{\'{e}}d{\'{e}}ric Cuppens and
Nora Boulahia{-}Cuppens and
Reda Yaich},
title = {Evading Deep Reinforcement Learning-based Network Intrusion Detection
with Adversarial Attacks},
booktitle = {{ARES} 2022: The 17th International Conference on Availability, Reliability
and Security, Vienna,Austria, August 23 - 26, 2022},
pages = {31:1--31:6},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3538969.3539006},
doi = {10.1145/3538969.3539006},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEares/MerzoukDNCBY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/AhmedHA22,
author = {Lubna Ali Hassan Ahmed and
Yahia Abdalla Mohamed Hamad and
Ahmed Abdallah Mohamed Ali Abdalla},
title = {Network-based Intrusion Detection Datasets: {A} Survey},
booktitle = {International Arab Conference on Information Technology, {ACIT} 2022,
Abu Dhabi, United Arab Emirates, November 22-24, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ACIT57182.2022.9994201},
doi = {10.1109/ACIT57182.2022.9994201},
timestamp = {Wed, 11 Jan 2023 17:54:00 +0100},
biburl = {https://dblp.org/rec/conf/acit3/AhmedHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiam/Ren22,
author = {Yifan Ren},
title = {Analysis of network intrusion detection based on machine learning},
booktitle = {4th International Conference on Artificial Intelligence and Advanced
Manufacturing, {AIAM} 2022, Hamburg, Germany, October 7-9, 2022},
pages = {699--702},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/AIAM57466.2022.00142},
doi = {10.1109/AIAM57466.2022.00142},
timestamp = {Tue, 11 Apr 2023 21:46:10 +0200},
biburl = {https://dblp.org/rec/conf/aiam/Ren22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiccsa/AlkhatibMGD22,
author = {Natasha Alkhatib and
Maria Mushtaq and
Hadi Ghauch and
Jean{-}Luc Danger},
title = {{CAN-BERT} do it? Controller Area Network Intrusion Detection System
based on {BERT} Language Model},
booktitle = {19th {IEEE/ACS} International Conference on Computer Systems and Applications,
{AICCSA} 2022, Abu Dhabi, United Arab Emirates, December 5-8, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/AICCSA56895.2022.10017800},
doi = {10.1109/AICCSA56895.2022.10017800},
timestamp = {Thu, 26 Jan 2023 11:35:09 +0100},
biburl = {https://dblp.org/rec/conf/aiccsa/AlkhatibMGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiiot/SaurabhSKSV0K22,
author = {Kumar Saurabh and
Saksham Sood and
P. Aditya Kumar and
Uphar Singh and
Ranjana Vyas and
O. P. Vyas and
Rahamatullah Khondoker},
title = {{LBDMIDS:} {LSTM} Based Deep Learning Model for Intrusion Detection
Systems for IoT Networks},
booktitle = {2022 {IEEE} World {AI} IoT Congress (AIIoT), Seattle, WA, USA, June
6-9, 2022},
pages = {753--759},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/AIIoT54504.2022.9817245},
doi = {10.1109/AIIOT54504.2022.9817245},
timestamp = {Wed, 19 Jul 2023 12:22:41 +0200},
biburl = {https://dblp.org/rec/conf/aiiot/SaurabhSKSV0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiipcc/DingJ22,
author = {Yuhang Ding and
Wenrong Jiang},
title = {Intrusion Detection Method Based On Improved Conditional Generative
Adversarial Network},
booktitle = {International Conference on Artificial Intelligence, Information Processing
and Cloud Computing, {AIIPCC} 2022, Kunming, China, August 19-21,
2022},
pages = {37--40},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/AIIPCC57291.2022.00016},
doi = {10.1109/AIIPCC57291.2022.00016},
timestamp = {Tue, 11 Apr 2023 21:46:11 +0200},
biburl = {https://dblp.org/rec/conf/aiipcc/DingJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiipcc/YeSC22,
author = {Chengqiong Ye and
Mali Sun and
Yang Chen},
title = {Research on Key Technologies of Network Intrusion Detection Based
on Machine Learning},
booktitle = {International Conference on Artificial Intelligence, Information Processing
and Cloud Computing, {AIIPCC} 2022, Kunming, China, August 19-21,
2022},
pages = {342--349},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/AIIPCC57291.2022.00079},
doi = {10.1109/AIIPCC57291.2022.00079},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiipcc/YeSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AlatwiM22,
author = {Huda Ali Alatwi and
Charles Morisset},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Threat Modeling for Machine Learning-Based Network Intrusion Detection
Systems},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4226--4235},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020368},
doi = {10.1109/BIGDATA55660.2022.10020368},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/AlatwiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camad/ZachosMEPRR22,
author = {Georgios Zachos and
Georgios Mantas and
Ismael Essop and
Kyriakos Porfyrakis and
Jos{\'{e}} Carlos Ribeiro and
Jonathan Rodriguez},
title = {Prototyping an Anomaly-Based Intrusion Detection System for Internet
of Medical Things Networks},
booktitle = {27th {IEEE} International Workshop on Computer Aided Modeling and
Design of Communication Links and Networks, {CAMAD} 2022, Paris, France,
November 2-3, 2022},
pages = {179--183},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CAMAD55695.2022.9966912},
doi = {10.1109/CAMAD55695.2022.9966912},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camad/ZachosMEPRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccnc/TarekMSISA22,
author = {Md. Hasan Tarek and
Md. Mumtahin Habib Ullah Mazumder and
Sadia Sharmin and
Md. Shariful Islam and
Mohammad Shoyaib and
Muhammad Mahbub Alam},
title = {{RHC:} Cluster based Feature Reduction for Network Intrusion Detections},
booktitle = {19th {IEEE} Annual Consumer Communications {\&} Networking Conference,
{CCNC} 2022, Las Vegas, NV, USA, January 8-11, 2022},
pages = {378--384},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCNC49033.2022.9700680},
doi = {10.1109/CCNC49033.2022.9700680},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccnc/TarekMSISA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccwc/SGZJN22,
author = {Ricardo Manzano S. and
Nishith Goel and
Marzia Zaman and
Rohit Joshi and
Kshirasagar Naik},
title = {Design of a Machine Learning Based Intrusion Detection Framework and
Methodology for IoT Networks},
booktitle = {12th {IEEE} Annual Computing and Communication Workshop and Conference,
{CCWC} 2022, Las Vegas, NV, USA, January 26-29, 2022},
pages = {191--198},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCWC54503.2022.9720857},
doi = {10.1109/CCWC54503.2022.9720857},
timestamp = {Sat, 19 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccwc/SGZJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiYL22,
author = {Yangmin Li and
Xinhang Yuan and
Wengen Li},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {An Extreme Semi-supervised Framework Based on Transformer for Network
Intrusion Detection},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4204--4208},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557549},
doi = {10.1145/3511808.3557549},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coinco/SinglaB22,
author = {Ankush Singla and
Elisa Bertino},
title = {{DP-ADA:} Differentially Private Adversarial Domain Adaptation for
Training Deep Learning based Network Intrusion Detection Systems},
booktitle = {8th {IEEE} International Conference on Collaboration and Internet
Computing, {CIC} 2022, Atlanta, GA, USA, December 14-16, 2022},
pages = {89--98},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CIC56439.2022.00023},
doi = {10.1109/CIC56439.2022.00023},
timestamp = {Fri, 24 Mar 2023 09:22:05 +0100},
biburl = {https://dblp.org/rec/conf/coinco/SinglaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/DestaOAF22,
author = {Araya Kibrom Desta and
Shuji Ohira and
Ismail Arai and
Kazutoshi Fujikawa},
editor = {Hong Va Leong and
Sahra Sedigh Sarvestani and
Yuuichi Teranishi and
Alfredo Cuzzocrea and
Hiroki Kashiwazaki and
Dave Towey and
Ji{-}Jiang Yang and
Hossain Shahriar},
title = {{U-CAN:} {A} Convolutional Neural Network Based Intrusion Detection
for Controller Area Networks},
booktitle = {46th {IEEE} Annual Computers, Software, and Applications Conferenc,
{COMPSAC} 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022},
pages = {1481--1488},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/COMPSAC54236.2022.00235},
doi = {10.1109/COMPSAC54236.2022.00235},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/DestaOAF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comsnets/AmalapuramTVCT22,
author = {Suresh Kumar Amalapuram and
Akash Tadwai and
Reethu Vinta and
Sumohana S. Channappayya and
Bheemarjuna Reddy Tamma},
title = {Continual Learning for Anomaly based Network Intrusion Detection},
booktitle = {14th International Conference on COMmunication Systems {\&} NETworkS,
{COMSNETS} 2022, Bangalore, India, January 4-8, 2022},
pages = {497--505},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/COMSNETS53615.2022.9668482},
doi = {10.1109/COMSNETS53615.2022.9668482},
timestamp = {Tue, 25 Jan 2022 16:35:12 +0100},
biburl = {https://dblp.org/rec/conf/comsnets/AmalapuramTVCT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/NguyenW22,
author = {Loc Gia Nguyen and
Kohei Watabe},
editor = {Narseo Vallina{-}Rodriguez and
Jon Crowcroft},
title = {Flow-based network intrusion detection based on {BERT} masked language
model},
booktitle = {Proceedings of the 3rd International CoNEXT Student Workshop, CoNEXT-SW
2022, Rome, Italy, 9 December 2022},
pages = {7--8},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3565477.3569152},
doi = {10.1145/3565477.3569152},
timestamp = {Mon, 05 Dec 2022 10:35:38 +0100},
biburl = {https://dblp.org/rec/conf/conext/NguyenW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csci/EfiongAOA22,
author = {John E. Efiong and
Bodunde O. Akinyemi and
Emmanuel Ajayi Olajubu and
Ganiyu Adesola Aderounmu},
title = {GRASSMARLIN-based Metadata Extraction of Cyber-Physical Systems Intrusion
Detection in CyberSCADA Networks},
booktitle = {International Conference on Computational Science and Computational
Intelligence, {CSCI} 2022, Las Vegas, NV, USA, December 14-16, 2022},
pages = {1122--1128},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CSCI58124.2022.00201},
doi = {10.1109/CSCI58124.2022.00201},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csci/EfiongAOA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr2/HughesMS22,
author = {Kieran Hughes and
Kieran McLaughlin and
Sakir Sezer},
title = {Policy-Based Profiles for Network Intrusion Response Systems},
booktitle = {{IEEE} International Conference on Cyber Security and Resilience,
{CSR} 2022, Rhodes, Greece, July 27-29, 2022},
pages = {279--286},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CSR54599.2022.9850304},
doi = {10.1109/CSR54599.2022.9850304},
timestamp = {Fri, 19 Aug 2022 14:18:24 +0200},
biburl = {https://dblp.org/rec/conf/csr2/HughesMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cycon/HalisdemirKPLC22,
author = {Emre Halisdemir and
Hacer Karacan and
Mauno Pihelgas and
Toomas Lepik and
Sungbaek Cho},
editor = {Tat'{\'{a}}na Janc{\'{a}}rkov{\'{a}} and
G{\'{a}}bor Visky and
I. Winther},
title = {Data Quality Problem in AI-Based Network Intrusion Detection Systems
Studies and a Solution Proposal},
booktitle = {14th International Conference on Cyber Conflict: Keep Moving!, CyCon
2022, Tallinn, Estonia, May 31 - June 3, 2022},
pages = {367--383},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/CyCon55549.2022.9811014},
doi = {10.23919/CYCON55549.2022.9811014},
timestamp = {Fri, 15 Jul 2022 10:39:16 +0200},
biburl = {https://dblp.org/rec/conf/cycon/HalisdemirKPLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/desec/FanLS22,
author = {Chun{-}I Fan and
Yen{-}Lin Lai and
Cheng{-}Han Shie},
title = {Clustering-Based Network Intrusion Detection System},
booktitle = {{IEEE} Conference on Dependable and Secure Computing, {DSC} 2022,
Edinburgh, UK, June 22-24, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSC54232.2022.9888886},
doi = {10.1109/DSC54232.2022.9888886},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/desec/FanLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsa/LiuLM22,
author = {Zhiyu Liu and
Meishu Luo and
Baoying Ma},
title = {Network Intrusion Detection based on {RBF} Neural Networks and Fuzzy
Cluster},
booktitle = {9th International Conference on Dependable Systems and Their Applications,
{DSA} 2022, Wulumuqi, China, August 4-5, 2022},
pages = {236--240},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSA56465.2022.00040},
doi = {10.1109/DSA56465.2022.00040},
timestamp = {Tue, 08 Nov 2022 21:42:41 +0100},
biburl = {https://dblp.org/rec/conf/dsa/LiuLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/OzdelAAKA22,
author = {S{\"{u}}leyman {\"{O}}zdel and
{\c{C}}agatay Ates and
Pelin Damla Ates and
Mutlu Koca and
Emin Anarim},
title = {Payload-Based Network Traffic Analysis for Application Classification
and Intrusion Detection},
booktitle = {30th European Signal Processing Conference, {EUSIPCO} 2022, Belgrade,
Serbia, August 29 - Sept. 2, 2022},
pages = {638--642},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9909683},
timestamp = {Tue, 25 Oct 2022 21:20:45 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/OzdelAAKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/Calugar0022,
author = {Andrei Nicolae Calugar and
Weizhi Meng and
Haijun Zhang},
title = {Towards Artificial Neural Network Based Intrusion Detection with Enhanced
Hyperparameter Tuning},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2022, Rio de Janeiro,
Brazil, December 4-8, 2022},
pages = {2627--2632},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/GLOBECOM48099.2022.10000809},
doi = {10.1109/GLOBECOM48099.2022.10000809},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/Calugar0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ZhaoXLM22,
author = {Yilin Zhao and
Yijie Xun and
Jiajia Liu and
Siyu Ma},
title = {{GVIDS:} {A} Reliable Vehicle Intrusion Detection System Based on
Generative Adversarial Network},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2022, Rio de Janeiro,
Brazil, December 4-8, 2022},
pages = {4310--4315},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/GLOBECOM48099.2022.10001410},
doi = {10.1109/GLOBECOM48099.2022.10001410},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/ZhaoXLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/ZhangCLZSLG22,
author = {Hangsheng Zhang and
Yu Chen and
Weiyu Liu and
Shangyuan Zhuang and
Jiyan Sun and
Yinlong Liu and
Liru Geng},
title = {A Shapley-based Lightweight Global Explainer for Network Intrusion
Detection System},
booktitle = {24th {IEEE} Int Conf on High Performance Computing {\&} Communications;
8th Int Conf on Data Science {\&} Systems; 20th Int Conf on Smart
City; 8th Int Conf on Dependability in Sensor, Cloud {\&} Big
Data Systems {\&} Application, HPCC/DSS/SmartCity/DependSys 2022,
Hainan, China, December 18-20, 2022},
pages = {554--561},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00101},
doi = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS57074.2022.00101},
timestamp = {Thu, 06 Apr 2023 11:34:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/ZhangCLZSLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/ZhangZZBZS22,
author = {Yuemeng Zhang and
Yong Zhang and
Zhao Zhang and
Haonan Bai and
Tianyi Zhong and
Mei Song},
title = {Evaluation of data poisoning attacks on federated learning-based network
intrusion detection system},
booktitle = {24th {IEEE} Int Conf on High Performance Computing {\&} Communications;
8th Int Conf on Data Science {\&} Systems; 20th Int Conf on Smart
City; 8th Int Conf on Dependability in Sensor, Cloud {\&} Big
Data Systems {\&} Application, HPCC/DSS/SmartCity/DependSys 2022,
Hainan, China, December 18-20, 2022},
pages = {2235--2242},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys57074.2022.00330},
doi = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS57074.2022.00330},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/ZhangZZBZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icact/MowlaRV22,
author = {Nishat I. Mowla and
Joakim Rosell and
Arash Vahidi},
title = {Dynamic Voting based Explainable Intrusion Detection System for In-vehicle
Network},
booktitle = {24th International Conference on Advanced Communication Technology,
{ICACT} 2022, Pyeongchang, Korea, February 13-16, 2022},
pages = {406--411},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/ICACT53585.2022.9728968},
doi = {10.23919/ICACT53585.2022.9728968},
timestamp = {Fri, 15 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icact/MowlaRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/YuHWYH22,
author = {Tianqi Yu and
Guodong Hua and
Huaisheng Wang and
Jianfeng Yang and
Jianling Hu},
title = {Federated-LSTM based Network Intrusion Detection Method for Intelligent
Connected Vehicles},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2022, Seoul,
Korea, May 16-20, 2022},
pages = {4324--4329},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICC45855.2022.9838655},
doi = {10.1109/ICC45855.2022.9838655},
timestamp = {Fri, 19 Aug 2022 10:24:08 +0200},
biburl = {https://dblp.org/rec/conf/icc/YuHWYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccsec/WangZLHDZHFY22,
author = {Hanyang Wang and
Sirui Zhou and
Honglei Li and
Juan Hu and
Xinran Du and
Jinghui Zhou and
Yunlong He and
Fa Fu and
Houqun Yang},
editor = {Xingming Sun and
Xiaorui Zhang and
Zhihua Xia and
Elisa Bertino},
title = {Deep Learning Network Intrusion Detection Based on Network Traffic},
booktitle = {Artificial Intelligence and Security - 8th International Conference,
{ICAIS} 2022, Qinghai, China, July 15-20, 2022, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {13340},
pages = {194--207},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-06791-4\_16},
doi = {10.1007/978-3-031-06791-4\_16},
timestamp = {Tue, 02 Aug 2022 22:23:49 +0200},
biburl = {https://dblp.org/rec/conf/icccsec/WangZLHDZHFY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsip/SuoWCCS22,
author = {Yuhan Suo and
Rui Wang and
Senchun Chai and
Runqi Chai and
Mengwei Su},
editor = {Fuchun Sun and
Angelo Cangelosi and
Jianwei Zhang and
Yuanlong Yu and
Huaping Liu and
Bin Fang},
title = {{NKB-S:} Network Intrusion Detection Based on {SMOTE} Sample Generation},
booktitle = {Cognitive Systems and Information Processing - 7th International Conference,
{ICCSIP} 2022, Fuzhou, China, December 17-18, 2022, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1787},
pages = {130--147},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-99-0617-8\_10},
doi = {10.1007/978-981-99-0617-8\_10},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsip/SuoWCCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccspa/AlbaseerA22,
author = {Abdullatif Albaseer and
Mohamed M. Abdallah},
title = {Fine-tuned LSTM-Based Model for Efficient Honeypot-Based Network Intrusion
Detection System in Smart Grid Networks},
booktitle = {5th International Conference on Communications, Signal Processing,
and their Applications, {ICCSPA} 2022, Cairo, Egypt, December 27-29,
2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCSPA55860.2022.10019245},
doi = {10.1109/ICCSPA55860.2022.10019245},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccspa/AlbaseerA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdf2c/RizviSM022,
author = {Syed Rizvi and
Mark Scanlon and
Jimmy McGibney and
John Sheppard},
editor = {Sanjay Goel and
Pavel Gladyshev and
Akatyev Nikolay and
George Markowsky and
Daryl Johnson},
title = {Deep Learning Based Network Intrusion Detection System for Resource-Constrained
Environments},
booktitle = {Digital Forensics and Cyber Crime - 13th {EAI} International Conference,
{ICDF2C} 2022, Boston, MA, November 16-18, 2022, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {508},
pages = {355--367},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-36574-4\_21},
doi = {10.1007/978-3-031-36574-4\_21},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdf2c/RizviSM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icissp/BorcherdingFKMB22,
author = {Anne Borcherding and
Lukas Feldmann and
Markus Karch and
Ankush Meshram and
J{\"{u}}rgen Beyerer},
editor = {Paolo Mori and
Gabriele Lenzini and
Steven Furnell},
title = {Towards a Better Understanding of Machine Learning based Network Intrusion
Detection Systems in Industrial Networks},
booktitle = {Proceedings of the 8th International Conference on Information Systems
Security and Privacy, {ICISSP} 2022, Online Streaming, February 9-11,
2022},
pages = {314--325},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010795900003120},
doi = {10.5220/0010795900003120},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/icissp/BorcherdingFKMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NwaforO22,
author = {Ebelechukwu Nwafor and
Habeeb Olufowobi},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {{CANBERT:} {A} Language-based Intrusion Detection Model for In-vehicle
Networks},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {294--299},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00048},
doi = {10.1109/ICMLA55696.2022.00048},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NwaforO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictc/CyriacHK22,
author = {Sibu Cyriac and
B. M. Harsha and
Yong Woon Kim},
title = {Seismic Activity-based Human Intrusion Detection using Deep Neural
Networks},
booktitle = {13th International Conference on Information and Communication Technology
Convergence, {ICTC} 2022, Jeju Island, Korea, Republic of, October
19-21, 2022},
pages = {130--135},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICTC55196.2022.9952913},
doi = {10.1109/ICTC55196.2022.9952913},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictc/CyriacHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictc/DaoNV22,
author = {Thi{-}Nga Dao and
Huu{-}Noi Nguyen and
Van Son Vu},
title = {A Network Intrusion Detection Architecture Based on Class Parallelism
on Distributed Switches},
booktitle = {13th International Conference on Information and Communication Technology
Convergence, {ICTC} 2022, Jeju Island, Korea, Republic of, October
19-21, 2022},
pages = {1284--1289},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICTC55196.2022.9952903},
doi = {10.1109/ICTC55196.2022.9952903},
timestamp = {Wed, 30 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictc/DaoNV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictc/IhekoronyeA0L22,
author = {Vivian Ukamaka Ihekoronye and
Simeon Okechukwu Ajakwe and
Dong{-}Seong Kim and
Jae{-}Min Lee},
title = {Cyber Edge Intelligent Intrusion Detection Framework For {UAV} Network
Based on Random Forest Algorithm},
booktitle = {13th International Conference on Information and Communication Technology
Convergence, {ICTC} 2022, Jeju Island, Korea, Republic of, October
19-21, 2022},
pages = {1242--1247},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICTC55196.2022.9952400},
doi = {10.1109/ICTC55196.2022.9952400},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictc/IhekoronyeA0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idc/GolubevN22,
author = {Sergey Golubev and
Evgenia Novikova},
editor = {Lars Braubach and
Kai Jander and
Costin Badica},
title = {Image-Based Intrusion Detection in Network Traffic},
booktitle = {Intelligent Distributed Computing XV, 15th International Symposium
on Intelligent Distributed Computing, {IDC} 2022, Virtual Event /
Bremen, Germany, 14-15 September 2022},
series = {Studies in Computational Intelligence},
volume = {1089},
pages = {51--60},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-29104-3\_6},
doi = {10.1007/978-3-031-29104-3\_6},
timestamp = {Mon, 15 Apr 2024 16:13:56 +0200},
biburl = {https://dblp.org/rec/conf/idc/GolubevN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idsta/Al-ZoubiA22,
author = {Hussein Al{-}Zoubi and
Samah Altaamneh},
editor = {Mohammad A. Alsmirat and
Yaser Jararweh and
Moayad Aloqaily and
Izzat Alsmadi},
title = {A Feature Selection Technique for Network Intrusion Detection based
on the Chaotic Crow Search Algorithm},
booktitle = {3rd International Conference on Intelligent Data Science Technologies
and Applications, {IDSTA} 2022, San Antonio, TX, USA, September 5-7,
2022},
pages = {54--60},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IDSTA55301.2022.9923108},
doi = {10.1109/IDSTA55301.2022.9923108},
timestamp = {Thu, 10 Nov 2022 11:54:13 +0100},
biburl = {https://dblp.org/rec/conf/idsta/Al-ZoubiA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/BennaceurSA22,
author = {K. Bennaceur and
Zakaria Sahraoui and
Mohamed Ahmed{-}Nacer},
editor = {Ilias Maglogiannis and
Lazaros Iliadis and
John MacIntyre and
Paulo Cortez},
title = {Enhanced Dependency-Based Feature Selection to Improve Anomaly Network
Intrusion Detection},
booktitle = {Artificial Intelligence Applications and Innovations - 18th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2022, Hersonissos, Crete,
Greece, June 17-20, 2022, Proceedings, Part {I}},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {646},
pages = {108--115},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08333-4\_9},
doi = {10.1007/978-3-031-08333-4\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/BennaceurSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChenGFSMW22,
author = {Junjun Chen and
Qiang Guo and
Zhongnan Fu and
Qun Shang and
Hao Ma and
Di Wu},
title = {Campus Network Intrusion Detection based on Federated Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892843},
doi = {10.1109/IJCNN55064.2022.9892843},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChenGFSMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/WangJLS22,
author = {Zhihao Wang and
Dingde Jiang and
Zhihan Lv and
Houbing Song},
title = {A Deep Reinforcement Learning based Intrusion Detection Strategy for
Smart Vehicular Networks},
booktitle = {{IEEE} {INFOCOM} 2022 - {IEEE} Conference on Computer Communications
Workshops, {INFOCOM} 2022 - Workshops, New York, NY, USA, May 2-5,
2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/INFOCOMWKSHPS54753.2022.9798344},
doi = {10.1109/INFOCOMWKSHPS54753.2022.9798344},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/WangJLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscsic/Tian22,
author = {Qiuting Tian},
title = {An Intrusion Detection Approach Based on Improved Deep Belief Network
and LightGBM},
booktitle = {6th International Symposium on Computer Science and Intelligent Control,
{ISCSIC} 2022, Beijing, China, November 11-13, 2022},
pages = {40--44},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISCSIC57216.2022.00020},
doi = {10.1109/ISCSIC57216.2022.00020},
timestamp = {Sat, 25 Mar 2023 16:11:40 +0100},
biburl = {https://dblp.org/rec/conf/iscsic/Tian22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/SuTCYX22,
author = {Xin Su and
Tian Tian and
Lei Cai and
Baoliu Ye and
Hongyan Xing},
title = {A CVAE-GAN-based Approach to Process Imbalanced Datasets for Intrusion
Detection in Marine Meteorological Sensor Networks},
booktitle = {{IEEE} Intl Conf on Parallel {\&} Distributed Processing with
Applications, Big Data {\&} Cloud Computing, Sustainable Computing
{\&} Communications, Social Computing {\&} Networking, ISPA/BDCloud/SocialCom/SustainCom
2022, Melbourne, Australia, December 17-19, 2022},
pages = {197--203},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom57177.2022.00032},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM57177.2022.00032},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispa/SuTCYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwsda/LiWMZ22,
author = {Hongyi Li and
Zicheng Wang and
Hua Meng and
Zhengchun Zhou},
title = {Solving the data imbalance problem in network intrusion detection
: {A} {MP-CVAE} based method},
booktitle = {10th International Workshop on Signal Design and Its Applications
in Communications, {IWSDA} 2022, Colchester, UK, August 1-5, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IWSDA50346.2022.9870444},
doi = {10.1109/IWSDA50346.2022.9870444},
timestamp = {Sat, 17 Sep 2022 23:41:13 +0200},
biburl = {https://dblp.org/rec/conf/iwsda/LiWMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/ToliupaPZVRW22,
author = {Serhii Toliupa and
Ivan Parkhomenko and
Ruslana Ziubina and
Olga Veselska and
Stanislaw Andrzej Rajba and
Kornel Warwas},
editor = {Matteo Cristani and
Carlos Toro and
Cecilia Zanni{-}Merk and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Detection of abnormal traffic and network intrusions based on multiple
fuzzy rules},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 26th International Conference KES-2022, Verona,
Italy and Virtual Event, 7-9 September 2022},
series = {Procedia Computer Science},
volume = {207},
pages = {44--53},
publisher = {Elsevier},
year = {2022},
url = {https://doi.org/10.1016/j.procs.2022.09.036},
doi = {10.1016/J.PROCS.2022.09.036},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/ToliupaPZVRW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kse/NguyenNHS22,
author = {Van Quan Nguyen and
Viet Hung Nguyen and
Tuan Hao Hoang and
Nathan Shone},
editor = {Nguyen Ba Hung and
Le Sy Vinh and
Nguyen Le Minh and
Ha Minh Hoang and
Bui Thu Lam and
Phan Xuan Hieu and
Nguyen Trung Lap and
Vo Dinh Hieu and
Van Huu Quang Nhat},
title = {A Novel Deep Clustering Variational Auto-Encoder for Anomaly-based
Network Intrusion Detection},
booktitle = {14th International Conference on Knowledge and Systems Engineering,
{KSE} 2022, Nha Trang, Vietnam, October 19-21, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/KSE56063.2022.9953763},
doi = {10.1109/KSE56063.2022.9953763},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kse/NguyenNHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/SchoenbornA22,
author = {Jakob Michael Schoenborn and
Klaus{-}Dieter Althoff},
editor = {Pascal Reuss and
Viktor Eisenstadt and
Jakob Michael Sch{\"{o}}nborn and
Jero Sch{\"{a}}fer},
title = {Multi-Agent Case-Based Reasoning: a Network Intrusion Detection System},
booktitle = {Proceedings of the {LWDA} 2022 Workshops: FGWM, FGKD, and FGDB, Hildesheim
(Germany), Oktober 5-7th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3341},
pages = {258--269},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3341/WM-LWDA\_2022\_CRC\_9388.pdf},
timestamp = {Wed, 22 Mar 2023 07:29:50 +0100},
biburl = {https://dblp.org/rec/conf/lwa/SchoenbornA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cs/HongZA22,
author = {Mei Hong and
Yingyong Zou and
Chun Ai},
editor = {Yuan Xu and
Hongyang Yan and
Huang Teng and
Jun Cai and
Jin Li},
title = {Large Scale Network Intrusion Detection Model Based on {FS} Feature
Selection},
booktitle = {Machine Learning for Cyber Security - 4th International Conference,
{ML4CS} 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13655},
pages = {380--393},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20096-0\_29},
doi = {10.1007/978-3-031-20096-0\_29},
timestamp = {Mon, 30 Jan 2023 08:02:23 +0100},
biburl = {https://dblp.org/rec/conf/ml4cs/HongZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cs/HuLGXZ22a,
author = {Gebiao Hu and
Zhichi Lin and
Zheng Guo and
Ruiqing Xu and
Xiao Zhang},
editor = {Yuan Xu and
Hongyang Yan and
Huang Teng and
Jun Cai and
Jin Li},
title = {Research on Intrusion Prevention Optimization Algorithm of Power {UAV}
Network Communication Based on Artificial Intelligence},
booktitle = {Machine Learning for Cyber Security - 4th International Conference,
{ML4CS} 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {13657},
pages = {265--278},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20102-8\_21},
doi = {10.1007/978-3-031-20102-8\_21},
timestamp = {Mon, 30 Jan 2023 08:02:06 +0100},
biburl = {https://dblp.org/rec/conf/ml4cs/HuLGXZ22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cs/Xu22a,
author = {Jiaoxing Xu},
editor = {Yuan Xu and
Hongyang Yan and
Huang Teng and
Jun Cai and
Jin Li},
title = {Vehicle {CAN} Network Intrusion Detection Model Based on Extreme Learning
Machine and Feature Analysis},
booktitle = {Machine Learning for Cyber Security - 4th International Conference,
{ML4CS} 2022, Guangzhou, China, December 2-4, 2022, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13656},
pages = {550--564},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20099-1\_46},
doi = {10.1007/978-3-031-20099-1\_46},
timestamp = {Mon, 30 Jan 2023 08:02:13 +0100},
biburl = {https://dblp.org/rec/conf/ml4cs/Xu22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/KyeK22,
author = {Hyoseon Kye and
Minhae Kwon},
title = {Partial federated learning based network intrusion system for mobile
devices: poster},
booktitle = {MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic
Foundations, and Protocol Design for Mobile Networks and Mobile Computing,
Seoul, Republic of Korea, October 17 - 20, 2022},
pages = {283--284},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3492866.3561257},
doi = {10.1145/3492866.3561257},
timestamp = {Tue, 27 Sep 2022 16:36:53 +0200},
biburl = {https://dblp.org/rec/conf/mobihoc/KyeK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nca/VenturiZMC22,
author = {Andrea Venturi and
Claudio Zanasi and
Mirco Marchetti and
Michele Colajanni},
editor = {Michele Colajanni and
Luca Ferretti and
Miguel L. Pardal and
Dimiter R. Avresky},
title = {Robustness Evaluation of Network Intrusion Detection Systems based
on Sequential Machine Learning},
booktitle = {21st {IEEE} International Symposium on Network Computing and Applications,
{NCA} 2022, Boston, MA, USA, December 14-16, 2022},
pages = {235--242},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/NCA57778.2022.10013643},
doi = {10.1109/NCA57778.2022.10013643},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nca/VenturiZMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/ArregocesVGB22,
author = {Paulina Arregoces and
Jaime Vergara and
Sergio Armando Gutierrez and
Juan Felipe Botero},
title = {Network-based Intrusion Detection: {A} One-class Classification Approach},
booktitle = {2022 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS}
2022, Budapest, Hungary, April 25-29, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/NOMS54207.2022.9789927},
doi = {10.1109/NOMS54207.2022.9789927},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/noms/ArregocesVGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/noms/LoLSGP22,
author = {Wai Weng Lo and
Siamak Layeghy and
Mohanad Sarhan and
Marcus Gallagher and
Marius Portmann},
title = {E-GraphSAGE: {A} Graph Neural Network based Intrusion Detection System
for IoT},
booktitle = {2022 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS}
2022, Budapest, Hungary, April 25-29, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/NOMS54207.2022.9789878},
doi = {10.1109/NOMS54207.2022.9789878},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/noms/LoLSGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nss/LiMLWHHY22,
author = {Yunhao Li and
Weichuan Mo and
Cong Li and
Haiyang Wang and
Jianwei He and
Shanshan Hao and
Hongyang Yan},
editor = {Xingliang Yuan and
Guangdong Bai and
Cristina Alcaraz and
Suryadipta Majumdar},
title = {Network Intrusion Detection Adversarial Attacks for {LEO} Constellation
Networks Based on Deep Learning},
booktitle = {Network and System Security - 16th International Conference, {NSS}
2022, Denarau Island, Fiji, December 9-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13787},
pages = {51--65},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23020-2\_3},
doi = {10.1007/978-3-031-23020-2\_3},
timestamp = {Thu, 08 Dec 2022 15:13:16 +0100},
biburl = {https://dblp.org/rec/conf/nss/LiMLWHHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdcat/AlSarrayZ22,
author = {Fatin Neamah Ridha Al{-}Sarray and
Maslina Zolkepli},
editor = {Hiroyuki Takizawa and
Hong Shen and
Toshihiro Hanawa and
Jong Hyuk Park and
Hui Tian and
Ryusuke Egawa},
title = {Detecting Network Intrusions with Resilient Approaches Based on Convolutional
Neural Networks},
booktitle = {Parallel and Distributed Computing, Applications and Technologies
- 23rd International Conference, {PDCAT} 2022, Sendai, Japan, December
7-9, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13798},
pages = {238--248},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-29927-8\_19},
doi = {10.1007/978-3-031-29927-8\_19},
timestamp = {Tue, 02 May 2023 15:08:25 +0200},
biburl = {https://dblp.org/rec/conf/pdcat/AlSarrayZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scisec/BelarbiKCS22,
author = {Othmane Belarbi and
Aftab Khan and
Pietro Edoardo Carnelli and
Theodoros Spyridopoulos},
editor = {Chunhua Su and
Kouichi Sakurai and
Feng Liu},
title = {An Intrusion Detection System Based on Deep Belief Networks},
booktitle = {Science of Cyber Security - 4th International Conference, SciSec 2022,
Matsue, Japan, August 10-12, 2022, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13580},
pages = {377--392},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17551-0\_25},
doi = {10.1007/978-3-031-17551-0\_25},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scisec/BelarbiKCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BiGY22,
author = {Jing Bi and
Ziyue Guan and
Haitao Yuan},
title = {Hybrid Network Intrusion Detection with Stacked Sparse Contractive
Autoencoders and Attention-based Bidirectional {LSTM}},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2022, Prague, Czech Republic, October 9-12, 2022},
pages = {6--11},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SMC53654.2022.9945600},
doi = {10.1109/SMC53654.2022.9945600},
timestamp = {Thu, 01 Dec 2022 15:59:35 +0100},
biburl = {https://dblp.org/rec/conf/smc/BiGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/LinWJL22,
author = {Jiaying Lin and
Yehua Wei and
Haoran Jiang and
Jing Long},
title = {Intrusion Detection System for In-vehicle Networks with Incremental
Learning Based on Cloud-Edge Collaborative Architecture},
booktitle = {{IEEE} Smartworld, Ubiquitous Intelligence {\&} Computing, Scalable
Computing {\&} Communications, Digital Twin, Privacy Computing,
Metaverse, Autonomous {\&} Trusted Vehicles, SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
2022, Haikou, China, December 15-18, 2022},
pages = {2026--2031},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00293},
doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-DIGITALTWIN-PRICOMP-METAVERSE56740.2022.00293},
timestamp = {Fri, 04 Aug 2023 17:34:39 +0200},
biburl = {https://dblp.org/rec/conf/uic/LinWJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wasa/HeLYX22,
author = {Guofeng He and
Qing Lu and
Guangqiang Yin and
Hu Xiong},
editor = {Lei Wang and
Michael Segal and
Jenhui Chen and
Tie Qiu},
title = {Network Intrusion Detection Based on Hybrid Neural Network},
booktitle = {Wireless Algorithms, Systems, and Applications - 17th International
Conference, {WASA} 2022, Dalian, China, November 24-26, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13472},
pages = {644--655},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19214-2\_54},
doi = {10.1007/978-3-031-19214-2\_54},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wasa/HeLYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wincom/ChoukhairiFA22,
author = {Mouad Choukhairi and
Youssef Fakhri and
Mohamed Amnai},
editor = {Ahmed Drissi El Malian and
Mohamed El{-}Kamili and
Luca Foschini and
Abdellatif Kobbane and
Shuai Han},
title = {{TTIDS} : {A} Time-Driven Trust Based Intrusion Detection System for
IoT Networks},
booktitle = {9th International Conference on Wireless Networks and Mobile Communications,
{WINCOM} 2022, Rabat, Morocco, October 26-29, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WINCOM55661.2022.9966466},
doi = {10.1109/WINCOM55661.2022.9966466},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wincom/ChoukhairiFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/LiuSKBD22,
author = {Jinxin Liu and
Murat Simsek and
Burak Kantarci and
Mehran Bagheri and
Petar Djukic},
title = {{SCVIC-CIDS-2022:} Bridging Networks and Hosts via Machine Learning-Based
Intrusion Detection},
publisher = {{IEEE} DataPort},
year = {2022},
month = sep,
howpublished = {\url{https://doi.org/10.21227/dn9v-3278}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/dn9v-3278},
doi = {10.21227/DN9V-3278},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/data/10/LiuSKBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-03134,
author = {Tian Dong and
Song Li and
Han Qiu and
Jialiang Lu},
title = {An Interpretable Federated Learning-based Network Intrusion Detection
Framework},
journal = {CoRR},
volume = {abs/2201.03134},
year = {2022},
url = {https://arxiv.org/abs/2201.03134},
eprinttype = {arXiv},
eprint = {2201.03134},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-03134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01332,
author = {Wen Xu and
Julian Jang{-}Jaccard and
Tong Liu and
Fariza Sabrina},
title = {Training a Bidirectional GAN-based One-Class Classifier for Network
Intrusion Detection},
journal = {CoRR},
volume = {abs/2202.01332},
year = {2022},
url = {https://arxiv.org/abs/2202.01332},
eprinttype = {arXiv},
eprint = {2202.01332},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04686,
author = {Giovanni Apruzzese and
Luca Pajola and
Mauro Conti},
title = {The Cross-evaluation of Machine Learning-based Network Intrusion Detection
Systems},
journal = {CoRR},
volume = {abs/2203.04686},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04686},
doi = {10.48550/ARXIV.2203.04686},
eprinttype = {arXiv},
eprint = {2203.04686},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05232,
author = {Tuan{-}Hong Chua and
Iftekhar Salam},
title = {Evaluation of Machine Learning Algorithms in Network-Based Intrusion
Detection System},
journal = {CoRR},
volume = {abs/2203.05232},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05232},
doi = {10.48550/ARXIV.2203.05232},
eprinttype = {arXiv},
eprint = {2203.05232},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16365,
author = {Yuhua Yin and
Julian Jang{-}Jaccard and
Wen Xu and
Amardeep Singh and
Jinting Zhu and
Fariza Sabrina and
Jin Kwak},
title = {{IGRF-RFE:} {A} Hybrid Feature Selection Method for MLP-based Network
Intrusion Detection on {UNSW-NB15} Dataset},
journal = {CoRR},
volume = {abs/2203.16365},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16365},
doi = {10.48550/ARXIV.2203.16365},
eprinttype = {arXiv},
eprint = {2203.16365},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03779,
author = {Amardeep Singh and
Julian Jang{-}Jaccard},
title = {Autoencoder-based Unsupervised Intrusion Detection using Multi-Scale
Convolutional Recurrent Networks},
journal = {CoRR},
volume = {abs/2204.03779},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03779},
doi = {10.48550/ARXIV.2204.03779},
eprinttype = {arXiv},
eprint = {2204.03779},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01306,
author = {Md Hasan Shahriar and
Yang Xiao and
Pablo Moriano and
Wenjing Lou and
Y. Thomas Hou},
title = {CANShield: Signal-based Intrusion Detection for Controller Area Networks},
journal = {CoRR},
volume = {abs/2205.01306},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01306},
doi = {10.48550/ARXIV.2205.01306},
eprinttype = {arXiv},
eprint = {2205.01306},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04112,
author = {Siamak Layeghy and
Marius Portmann},
title = {On Generalisability of Machine Learning-based Network Intrusion Detection
Systems},
journal = {CoRR},
volume = {abs/2205.04112},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04112},
doi = {10.48550/ARXIV.2205.04112},
eprinttype = {arXiv},
eprint = {2205.04112},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00424,
author = {Kumar Saurabh and
Saksham Sood and
P. Aditya Kumar and
Uphar Singh and
Ranjana Vyas and
O. P. Vyas and
Rahamatullah Khondoker},
title = {{LBDMIDS:} {LSTM} Based Deep Learning Model for Intrusion Detection
Systems for IoT Networks},
journal = {CoRR},
volume = {abs/2207.00424},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00424},
doi = {10.48550/ARXIV.2207.00424},
eprinttype = {arXiv},
eprint = {2207.00424},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02117,
author = {Othmane Belarbi and
Aftab Khan and
Pietro Edoardo Carnelli and
Theodoros Spyridopoulos},
title = {An Intrusion Detection System based on Deep Belief Networks},
journal = {CoRR},
volume = {abs/2207.02117},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02117},
doi = {10.48550/ARXIV.2207.02117},
eprinttype = {arXiv},
eprint = {2207.02117},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04843,
author = {Ibrahim Aliyu and
S{\'{e}}linde van Engelenburg and
Muhammed Bashir Mu'azu and
Jinsul Kim and
Chang Gyoon Lim},
title = {Statistical Detection of Adversarial examples in Blockchain-based
Federated Forest In-vehicle Network Intrusion Detection Systems},
journal = {CoRR},
volume = {abs/2207.04843},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04843},
doi = {10.48550/ARXIV.2207.04843},
eprinttype = {arXiv},
eprint = {2207.04843},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06819,
author = {Evan Caville and
Wai Weng Lo and
Siamak Layeghy and
Marius Portmann},
title = {Anomal-E: {A} Self-Supervised Network Intrusion Detection System based
on Graph Neural Networks},
journal = {CoRR},
volume = {abs/2207.06819},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06819},
doi = {10.48550/ARXIV.2207.06819},
eprinttype = {arXiv},
eprint = {2207.06819},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09902,
author = {Mohammad Masum and
Hossain Shahriar and
Hisham Haddad and
Md. Jobair Hossain Faruk and
Maria Valero and
Md Abdullah Khan and
Mohammad Ashiqur Rahman and
Muhaiminul I. Adnan and
Alfredo Cuzzocrea},
title = {Bayesian Hyperparameter Optimization for Deep Neural Network-Based
Network Intrusion Detection},
journal = {CoRR},
volume = {abs/2207.09902},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09902},
doi = {10.48550/ARXIV.2207.09902},
eprinttype = {arXiv},
eprint = {2207.09902},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04052,
author = {Jiahui Chen and
Yi Zhao and
Qi Li and
Ke Xu},
title = {FedDef: Robust Federated Learning-based Network Intrusion Detection
Systems Against Gradient Leakage},
journal = {CoRR},
volume = {abs/2210.04052},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04052},
doi = {10.48550/ARXIV.2210.04052},
eprinttype = {arXiv},
eprint = {2210.04052},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09439,
author = {Natasha Alkhatib and
Maria Mushtaq and
Hadi Ghauch and
Jean{-}Luc Danger},
title = {{CAN-BERT} do it? Controller Area Network Intrusion Detection System
based on {BERT} Language Model},
journal = {CoRR},
volume = {abs/2210.09439},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09439},
doi = {10.48550/ARXIV.2210.09439},
eprinttype = {arXiv},
eprint = {2210.09439},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15700,
author = {Islam Debicha and
Richard Bauwens and
Thibault Debatty and
Jean{-}Michel Dricot and
Tayeb Kenaza and
Wim Mees},
title = {{TAD:} Transfer Learning-based Multi-Adversarial Detection of Evasion
Attacks against Network Intrusion Detection Systems},
journal = {CoRR},
volume = {abs/2210.15700},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15700},
doi = {10.48550/ARXIV.2210.15700},
eprinttype = {arXiv},
eprint = {2210.15700},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03933,
author = {Zong{-}Zhi Lin and
Thomas D. Pike and
Mark M. Bailey and
Nathaniel D. Bastian},
title = {A Hypergraph-Based Machine Learning Ensemble Network Intrusion Detection
System},
journal = {CoRR},
volume = {abs/2211.03933},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03933},
doi = {10.48550/ARXIV.2211.03933},
eprinttype = {arXiv},
eprint = {2211.03933},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/ChuaS22,
author = {Tuan{-}Hong Chua and
Iftekhar Salam},
title = {Evaluation of Machine Learning Algorithms in Network-Based Intrusion
Detection System},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {335},
year = {2022},
url = {https://eprint.iacr.org/2022/335},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/ChuaS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/Alqahtani22,
title = {{FSO-LSTM} {IDS:} hybrid optimized and ensembled deep-learning network-based
intrusion detection system for smart networks},
journal = {J. Supercomput.},
volume = {78},
number = {7},
pages = {9438--9455},
year = {2022},
note = {Withdrawn.},
url = {https://doi.org/10.1007/s11227-021-04285-3},
doi = {10.1007/S11227-021-04285-3},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/Alqahtani22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/tr/Einy21,
author = {Sajad Einy},
title = {Makina {\"{o}}{\u{g}}renmesile biyometrik sahtekarl{\i}{\u{g}}a
ve a{\u{g}} anormallik tespitine dayal{\i} sald{\i}r{\i} tespiti (Intrusion
detection based on biometric spoofing and network anomaly detection
with machine learning algorithms)},
school = {Sakarya University, Turkey},
year = {2021},
url = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=PED5aMAd9AKhCxMg60s4lw\&no=R5-dBfNGrYTyTI7DJB6ixg},
timestamp = {Sun, 19 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/tr/Einy21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AliyuFEKL21,
author = {Ibrahim Aliyu and
Marco Carlo Feliciano and
S{\'{e}}linde van Engelenburg and
Dong Ok Kim and
Chang Gyoon Lim},
title = {A Blockchain-Based Federated Forest for SDN-Enabled In-Vehicle Network
Intrusion Detection System},
journal = {{IEEE} Access},
volume = {9},
pages = {102593--102608},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3094365},
doi = {10.1109/ACCESS.2021.3094365},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AliyuFEKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AlsalehB21,
author = {Alanoud Alsaleh and
Wojdan Binsaeedan},
title = {The Influence of Salp Swarm Algorithm-Based Feature Selection on Network
Anomaly Intrusion Detection},
journal = {{IEEE} Access},
volume = {9},
pages = {112466--112477},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3102095},
doi = {10.1109/ACCESS.2021.3102095},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AlsalehB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BertoliJSSVMBRO21,
author = {Gustavo de Carvalho Bertoli and
Louren{\c{c}}o Alves Pereira J{\'{u}}nior and
Osamu Saotome and
Aldri L. dos Santos and
Filipe Alves Neto Verri and
Cesar Augusto Cavalheiro Marcondes and
Sidnei Barbieri and
Moises S. Rodrigues and
Jos{\'{e}} M. Parente de Oliveira},
title = {An End-to-End Framework for Machine Learning-Based Network Intrusion
Detection System},
journal = {{IEEE} Access},
volume = {9},
pages = {106790--106805},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3101188},
doi = {10.1109/ACCESS.2021.3101188},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BertoliJSSVMBRO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BozdalSJ21,
author = {Mehmet Bozdal and
Mohammad Samie and
Ian K. Jennions},
title = {{WINDS:} {A} Wavelet-Based Intrusion Detection System for Controller
Area Network {(CAN)}},
journal = {{IEEE} Access},
volume = {9},
pages = {58621--58633},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3073057},
doi = {10.1109/ACCESS.2021.3073057},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BozdalSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/FanC21,
author = {Zhijie Fan and
Zhiwei Cao},
title = {Method of Network Intrusion Discovery Based on Convolutional Long-Short
Term Memory Network and Implementation in {VSS}},
journal = {{IEEE} Access},
volume = {9},
pages = {122744--122753},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3104718},
doi = {10.1109/ACCESS.2021.3104718},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/FanC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GadNB21,
author = {Abdallah R. Gad and
Ahmed A. Nashat and
Tamer M. Barkat},
title = {Intrusion Detection System Using Machine Learning for Vehicular Ad
Hoc Networks Based on ToN-IoT Dataset},
journal = {{IEEE} Access},
volume = {9},
pages = {142206--142217},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3120626},
doi = {10.1109/ACCESS.2021.3120626},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/GadNB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JeuneGM21,
author = {Laurens Le Jeune and
Toon Goedem{\'{e}} and
Nele Mentens},
title = {Machine Learning for Misuse-Based Network Intrusion Detection: Overview,
Unified Evaluation and Feature Choice Comparison Framework},
journal = {{IEEE} Access},
volume = {9},
pages = {63995--64015},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3075066},
doi = {10.1109/ACCESS.2021.3075066},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JeuneGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KumarGA21,
author = {Satish Kumar and
Sunanda Gupta and
Sakshi Arora},
title = {Research Trends in Network-Based Intrusion Detection Systems: {A}
Review},
journal = {{IEEE} Access},
volume = {9},
pages = {157761--157779},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3129775},
doi = {10.1109/ACCESS.2021.3129775},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KumarGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiuWLL21,
author = {Lan Liu and
Pengcheng Wang and
Jun Lin and
Langzhou Liu},
title = {Intrusion Detection of Imbalanced Network Traffic Based on Machine
Learning and Deep Learning},
journal = {{IEEE} Access},
volume = {9},
pages = {7550--7563},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2020.3048198},
doi = {10.1109/ACCESS.2020.3048198},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiuWLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MartinSAC21,
author = {Manuel L{\'{o}}pez Mart{\'{\i}}n and
Antonio S{\'{a}}nchez{-}Esguevillas and
Juan Ignacio Arribas and
Bel{\'{e}}n Carro},
title = {Network Intrusion Detection Based on Extended {RBF} Neural Network
With Offline Reinforcement Learning},
journal = {{IEEE} Access},
volume = {9},
pages = {153153--153170},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3127689},
doi = {10.1109/ACCESS.2021.3127689},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/MartinSAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MendoncaTRSMNR21,
author = {Robson V. Mendon{\c{c}}a and
Arthur A. M. Teodoro and
Renata Lopes Rosa and
Muhammad Saadi and
Dick Carrillo Melgarejo and
Pedro H. J. Nardelli and
Dem{\'{o}}stenes Z. Rodr{\'{\i}}guez},
title = {Intrusion Detection System Based on Fast Hierarchical Deep Convolutional
Neural Network},
journal = {{IEEE} Access},
volume = {9},
pages = {61024--61034},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3074664},
doi = {10.1109/ACCESS.2021.3074664},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MendoncaTRSMNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Mora-GimenoMVA21,
author = {Francisco Jos{\'{e}} Mora{-}Gimeno and
Higinio Mora Mora and
Bruno Volckaert and
Ankita Atrey},
title = {Intrusion Detection System Based on Integrated System Calls Graph
and Neural Networks},
journal = {{IEEE} Access},
volume = {9},
pages = {9822--9833},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3049249},
doi = {10.1109/ACCESS.2021.3049249},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Mora-GimenoMVA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MoulahiZAA21,
author = {Tarek Moulahi and
Salah Zidi and
Abdulatif Alabdulatif and
Mohammed Atiquzzaman},
title = {Comparative Performance Evaluation of Intrusion Detection Based on
Machine Learning in In-Vehicle Controller Area Network Bus},
journal = {{IEEE} Access},
volume = {9},
pages = {99595--99605},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3095962},
doi = {10.1109/ACCESS.2021.3095962},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MoulahiZAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ParkKKSS21,
author = {Daekyeong Park and
Sangsoo Kim and
Hyukjin Kwon and
Dongil Shin and
Dongkyoo Shin},
title = {Host-Based Intrusion Detection Model Using Siamese Network},
journal = {{IEEE} Access},
volume = {9},
pages = {76614--76623},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3082160},
doi = {10.1109/ACCESS.2021.3082160},
timestamp = {Tue, 08 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ParkKKSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SeoP21,
author = {Wooseok Seo and
Wooguil Pak},
title = {Real-Time Network Intrusion Prevention System Based on Hybrid Machine
Learning},
journal = {{IEEE} Access},
volume = {9},
pages = {46386--46397},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3066620},
doi = {10.1109/ACCESS.2021.3066620},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SeoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SiddiqiP21,
author = {Murtaza Ahmed Siddiqi and
Wooguil Pak},
title = {An Agile Approach to Identify Single and Hybrid Normalization for
Enhancing Machine Learning-Based Network Intrusion Detection},
journal = {{IEEE} Access},
volume = {9},
pages = {137494--137513},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3118361},
doi = {10.1109/ACCESS.2021.3118361},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SiddiqiP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TangL21,
author = {Yanqiang Tang and
Chenghai Li},
title = {An Online Network Intrusion Detection Model Based on Improved Regularized
Extreme Learning Machine},
journal = {{IEEE} Access},
volume = {9},
pages = {94826--94844},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3093313},
doi = {10.1109/ACCESS.2021.3093313},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/TangL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TufanTA21,
author = {Emrah Tufan and
Cihangir Tezcan and
Cengiz Acart{\"{u}}rk},
title = {Anomaly-Based Intrusion Detection by Machine Learning: {A} Case Study
on Probing Attacks to an Institutional Network},
journal = {{IEEE} Access},
volume = {9},
pages = {50078--50092},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3068961},
doi = {10.1109/ACCESS.2021.3068961},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/TufanTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/UhmP21,
author = {Yeongje Uhm and
Wooguil Pak},
title = {Service-Aware Two-Level Partitioning for Machine Learning-Based Network
Intrusion Detection With High Performance and High Scalability},
journal = {{IEEE} Access},
volume = {9},
pages = {6608--6622},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2020.3048900},
doi = {10.1109/ACCESS.2020.3048900},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/UhmP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangZLL21,
author = {Zhendong Wang and
Yong Zeng and
Yaodi Liu and
Dahai Li},
title = {Deep Belief Network Integrating Improved Kernel-Based Extreme Learning
Machine for Network Intrusion Detection},
journal = {{IEEE} Access},
volume = {9},
pages = {16062--16091},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3051074},
doi = {10.1109/ACCESS.2021.3051074},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangZLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YueWWDN21,
author = {Chuan Yue and
Lide Wang and
Dengrui Wang and
Ruifeng Duo and
Xiaobo Nie},
title = {An Ensemble Intrusion Detection Method for Train Ethernet Consist
Network Based on {CNN} and {RNN}},
journal = {{IEEE} Access},
volume = {9},
pages = {59527--59539},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3073413},
doi = {10.1109/ACCESS.2021.3073413},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YueWWDN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/accs/KumarGT21,
author = {Prabhat Kumar and
Govind P. Gupta and
Rakesh Tripathi},
title = {Design of Anomaly-Based Intrusion Detection System Using Fog Computing
for IoT Network},
journal = {Autom. Control. Comput. Sci.},
volume = {55},
number = {2},
pages = {137--147},
year = {2021},
url = {https://doi.org/10.3103/S0146411621020085},
doi = {10.3103/S0146411621020085},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/accs/KumarGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ahswn/VargheseJ21,
author = {Meble Varghese and
M. Victor Jose},
title = {Securing Cloud from Attacks: Machine Learning Based Intrusion Detection
in Cloud Sensor Networks},
journal = {Ad Hoc Sens. Wirel. Networks},
volume = {50},
number = {1-4},
pages = {143--171},
year = {2021},
url = {https://www.oldcitypublishing.com/journals/ahswn-home/ahswn-issue-contents/ahswn-volume-50-number-1-4-2021/20233-2/},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ahswn/VargheseJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/BediGJ21,
author = {Punam Bedi and
Neha Gupta and
Vinita Jindal},
title = {I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based
intrusion detection systems},
journal = {Appl. Intell.},
volume = {51},
number = {2},
pages = {1133--1151},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01886-y},
doi = {10.1007/S10489-020-01886-Y},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/BediGJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/KhanPKKHNA21,
author = {Izhar Ahmed Khan and
Dechang Pi and
Nasrullah Khan and
Zaheer Ullah Khan and
Yasir Hussain and
Asif Nawaz and
Farman Ali},
title = {A privacy-conserving framework based intrusion detection method for
detecting and recognizing malicious behaviours in cyber-physical power
networks},
journal = {Appl. Intell.},
volume = {51},
number = {10},
pages = {7306--7321},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02222-8},
doi = {10.1007/S10489-021-02222-8},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/KhanPKKHNA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/LoukT21,
author = {Maya Hilda Lestari Louk and
Bayu Adhi Tama},
title = {Exploring Ensemble-Based Class Imbalance Learners for Intrusion Detection
in Industrial Control Networks},
journal = {Big Data Cogn. Comput.},
volume = {5},
number = {4},
pages = {72},
year = {2021},
url = {https://doi.org/10.3390/bdcc5040072},
doi = {10.3390/BDCC5040072},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdcc/LoukT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Al-TuraikiA21,
author = {Isra Al{-}Turaiki and
Najwa Altwaijry},
title = {A Convolutional Neural Network for Improved Anomaly-Based Network
Intrusion Detection},
journal = {Big Data},
volume = {9},
number = {3},
pages = {233--252},
year = {2021},
url = {https://doi.org/10.1089/big.2020.0263},
doi = {10.1089/BIG.2020.0263},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Al-TuraikiA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/MashuriALPW21,
author = {Muhammad Mashuri and
Muhammad Ahsan and
Muhammad Hisyam Lee and
Dedy Dwi Prastyo and
Wibawati},
title = {PCA-based Hotelling's \emph{T}\({}^{\mbox{2}}\) chart with fast minimum
covariance determinant {(FMCD)} estimator and kernel density estimation
{(KDE)} for network intrusion detection},
journal = {Comput. Ind. Eng.},
volume = {158},
pages = {107447},
year = {2021},
url = {https://doi.org/10.1016/j.cie.2021.107447},
doi = {10.1016/J.CIE.2021.107447},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candie/MashuriALPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/MouallaKJ21,
author = {Soulaiman Moualla and
Khaldoun Khorzom and
Assef Jafar},
title = {Improving the Performance of Machine Learning-Based Network Intrusion
Detection Systems on the {UNSW-NB15} Dataset},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {5557577:1--5557577:13},
year = {2021},
url = {https://doi.org/10.1155/2021/5557577},
doi = {10.1155/2021/5557577},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cin/MouallaKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/WangTQ0021,
author = {Zu{-}Min Wang and
Jiyu Tian and
Jing Qin and
Hui Fang and
Li{-}Ming Chen},
title = {A Few-Shot Learning-Based Siamese Capsule Network for Intrusion Detection
with Imbalanced Training Data},
journal = {Comput. Intell. Neurosci.},
volume = {2021},
pages = {7126913:1--7126913:17},
year = {2021},
url = {https://doi.org/10.1155/2021/7126913},
doi = {10.1155/2021/7126913},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cin/WangTQ0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/DengLYW21,
title = {Retraction Note to: Mobile network intrusion detection for IoT system
based on transfer learning algorithm},
journal = {Clust. Comput.},
volume = {24},
number = {1},
pages = {589},
year = {2021},
url = {https://doi.org/10.1007/s10586-021-03251-1},
doi = {10.1007/S10586-021-03251-1},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/DengLYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/SrilathaS21,
author = {Doddi Srilatha and
Gopal Krishna Shyam},
title = {Cloud-based intrusion detection using kernel fuzzy clustering and
optimal type-2 fuzzy neural network},
journal = {Clust. Comput.},
volume = {24},
number = {3},
pages = {2657--2672},
year = {2021},
url = {https://doi.org/10.1007/s10586-021-03281-9},
doi = {10.1007/S10586-021-03281-9},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/SrilathaS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/AlvaresDAGHR21,
author = {Christabelle Alvares and
Dristi Dinesh and
Syed Alvi and
Tannish Gautam and
Maheen Hasib and
Ali Raza},
title = {Dataset of attacks on a live enterprise VoIP network for machine learning
based intrusion detection and prevention systems},
journal = {Comput. Networks},
volume = {197},
pages = {108283},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2021.108283},
doi = {10.1016/J.COMNET.2021.108283},
timestamp = {Fri, 24 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/AlvaresDAGHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/HademSM21,
author = {Pynbianglut Hadem and
Dilip Kumar Saikia and
Soumen Moulik},
title = {An SDN-based Intrusion Detection System using {SVM} with Selective
Logging for {IP} Traceback},
journal = {Comput. Networks},
volume = {191},
pages = {108015},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2021.108015},
doi = {10.1016/J.COMNET.2021.108015},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/HademSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/KhanKKAA21,
author = {Ammar Ahmed Khan and
Muhammad Mubashir Khan and
Kashif Mehboob Khan and
Junaid Arshad and
Farhan Ahmad},
title = {A blockchain-based decentralized machine learning framework for collaborative
intrusion detection within UAVs},
journal = {Comput. Networks},
volume = {196},
pages = {108217},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2021.108217},
doi = {10.1016/J.COMNET.2021.108217},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/KhanKKAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/YazdinejadPDK21,
author = {Abbas Yazdinejad and
Reza M. Parizi and
Ali Dehghantanha and
Mohammad S. Khan},
title = {A kangaroo-based intrusion detection system on software-defined networks},
journal = {Comput. Networks},
volume = {184},
pages = {107688},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2020.107688},
doi = {10.1016/J.COMNET.2020.107688},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/YazdinejadPDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/YinZL21,
author = {Sheng{-}lin Yin and
Xing{-}Lan Zhang and
Shuo Liu},
title = {Intrusion detection for capsule networks based on dual routing mechanism},
journal = {Comput. Networks},
volume = {197},
pages = {108328},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2021.108328},
doi = {10.1016/J.COMNET.2021.108328},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/YinZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/YuDCLXLQLZZ21,
author = {Lian Yu and
Jingtao Dong and
Lihao Chen and
Mengyuan Li and
Bingfeng Xu and
Zhao Li and
Lin Qiao and
Lijun Liu and
Bei Zhao and
Chen Zhang},
title = {{PBCNN:} Packet Bytes-based Convolutional Neural Network for Network
Intrusion Detection},
journal = {Comput. Networks},
volume = {194},
pages = {108117},
year = {2021},
url = {https://doi.org/10.1016/j.comnet.2021.108117},
doi = {10.1016/J.COMNET.2021.108117},
timestamp = {Fri, 30 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/YuDCLXLQLZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/JiaLZHS21,
author = {Huaping Jia and
Jun Liu and
Min Zhang and
Xiaohu He and
Weixi Sun},
title = {Network intrusion detection based on {IE-DBN} model},
journal = {Comput. Commun.},
volume = {178},
pages = {131--140},
year = {2021},
url = {https://doi.org/10.1016/j.comcom.2021.07.016},
doi = {10.1016/J.COMCOM.2021.07.016},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/JiaLZHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/RaoRR21,
author = {K. Narayana Rao and
K. Venkata Rao and
P. V. G. D. Prasad Reddy},
title = {A hybrid Intrusion Detection System based on Sparse autoencoder and
Deep Neural Network},
journal = {Comput. Commun.},
volume = {180},
pages = {77--88},
year = {2021},
url = {https://doi.org/10.1016/j.comcom.2021.08.026},
doi = {10.1016/J.COMCOM.2021.08.026},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/comcom/RaoRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/NazirK21,
author = {Anjum Nazir and
Rizwan Ahmed Khan},
title = {A novel combinatorial optimization based feature selection method
for network intrusion detection},
journal = {Comput. Secur.},
volume = {102},
pages = {102164},
year = {2021},
url = {https://doi.org/10.1016/j.cose.2020.102164},
doi = {10.1016/J.COSE.2020.102164},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/NazirK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcan/00010JY0021,
author = {Wenjuan Li and
Yu Wang and
Zhiping Jin and
Keping Yu and
Jin Li and
Yang Xiang},
title = {Challenge-based collaborative intrusion detection in software-defined
networking: an evaluation},
journal = {Digit. Commun. Networks},
volume = {7},
number = {2},
pages = {257--263},
year = {2021},
url = {https://doi.org/10.1016/j.dcan.2020.09.003},
doi = {10.1016/J.DCAN.2020.09.003},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dcan/00010JY0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Sohn21,
author = {Insoo Sohn},
title = {Deep belief network based intrusion detection techniques: {A} survey},
journal = {Expert Syst. Appl.},
volume = {167},
pages = {114170},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.114170},
doi = {10.1016/J.ESWA.2020.114170},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Sohn21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ett/GavelSSRT21,
author = {Shashank Gavel and
Jyotsana Singh and
Namrata Shukla and
Ajay Singh Raghuvanshi and
Sudarshan Tiwari},
title = {Feature reduction scheme for anomaly-based intrusion detection in
wireless networks: Building of hybrid model},
journal = {Trans. Emerg. Telecommun. Technol.},
volume = {32},
number = {12},
year = {2021},
url = {https://doi.org/10.1002/ett.4367},
doi = {10.1002/ETT.4367},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ett/GavelSSRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ett/ThaseenBLGA21,
author = {I. Sumaiya Thaseen and
J. Saira Banu and
K. Lavanya and
Muhammad Rukunuddin Ghalib and
Kumar Abhishek},
title = {An integrated intrusion detection system using correlation-based attribute
selection and artificial neural network},
journal = {Trans. Emerg. Telecommun. Technol.},
volume = {32},
number = {2},
year = {2021},
url = {https://doi.org/10.1002/ett.4014},
doi = {10.1002/ETT.4014},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ett/ThaseenBLGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ViolettasSPM21,
author = {George E. Violettas and
George Simoglou and
Sophia G. Petridou and
Lefteris Mamatas},
title = {A Softwarized Intrusion Detection System for the RPL-based Internet
of Things networks},
journal = {Future Gener. Comput. Syst.},
volume = {125},
pages = {698--714},
year = {2021},
url = {https://doi.org/10.1016/j.future.2021.07.013},
doi = {10.1016/J.FUTURE.2021.07.013},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/ViolettasSPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/AlzahraniA21,
author = {Abdulsalam O. Alzahrani and
Mohammed J. F. Alenazi},
title = {Designing a Network Intrusion Detection System Based on Machine Learning
for Software Defined Networks},
journal = {Future Internet},
volume = {13},
number = {5},
pages = {111},
year = {2021},
url = {https://doi.org/10.3390/fi13050111},
doi = {10.3390/FI13050111},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fi/AlzahraniA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ict-express/ThilagamA21,
author = {T. Thilagam and
R. Aruna},
title = {Intrusion detection for network based cloud computing by custom {RC-NN}
and optimization},
journal = {{ICT} Express},
volume = {7},
number = {4},
pages = {512--520},
year = {2021},
url = {https://doi.org/10.1016/j.icte.2021.04.006},
doi = {10.1016/J.ICTE.2021.04.006},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ict-express/ThilagamA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijccc/LiuLWYSCQ21,
author = {Xue{-}jun Liu and
Kai{-}li Li and
Wenhui Wang and
Yong Yan and
Yun Sha and
Jianping Chen and
Jiaojiao Qin},
title = {Improved {RBF} Network Intrusion Detection Model Based on Edge Computing
with Multi-algorithm Fusion},
journal = {Int. J. Comput. Commun. Control},
volume = {16},
number = {4},
year = {2021},
url = {https://doi.org/10.15837/ijccc.2021.4.4232},
doi = {10.15837/IJCCC.2021.4.4232},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijccc/LiuLWYSCQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcip/DaweriAA21,
author = {Muataz Salam Al Daweri and
Salwani Abdullah and
Khairul Akram Zainol Ariffin},
title = {A homogeneous ensemble based dynamic artificial neural network for
solving the intrusion detection problem},
journal = {Int. J. Crit. Infrastructure Prot.},
volume = {34},
pages = {100449},
year = {2021},
url = {https://doi.org/10.1016/j.ijcip.2021.100449},
doi = {10.1016/J.IJCIP.2021.100449},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcip/DaweriAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnis/BelavagiM21,
author = {Manjula C. Belavagi and
Balachandra Muniyal},
title = {Improved Intrusion Detection System using Quantal Response Equilibrium-based
Game Model and Rule-based Classification},
journal = {Int. J. Commun. Networks Inf. Secur.},
volume = {13},
number = {1},
year = {2021},
url = {https://www.ijcnis.org/index.php/ijcnis/article/view/4875},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcnis/BelavagiM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijics/SahaKRK21,
author = {Rahul Saha and
Gulshan Kumar and
Mritunjay Kumar Rai and
Hye{-}Jin Kim},
title = {Adaptive classifier-based intrusion detection system using logistic
regression and Euclidean distance on network probe vectors in resource
constrained networks},
journal = {Int. J. Inf. Comput. Secur.},
volume = {16},
number = {3/4},
pages = {226--238},
year = {2021},
url = {https://doi.org/10.1504/IJICS.2021.118950},
doi = {10.1504/IJICS.2021.118950},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijics/SahaKRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijict/He21,
author = {Xiaohong He},
title = {Intrusion detection of hierarchical distribution network system based
on machine computation},
journal = {Int. J. Inf. Commun. Technol.},
volume = {18},
number = {4},
pages = {371--385},
year = {2021},
url = {https://doi.org/10.1504/IJICT.2021.115589},
doi = {10.1504/IJICT.2021.115589},
timestamp = {Mon, 12 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijict/He21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijipt/ChenZPZZ21,
author = {Guanlin Chen and
Kunlong Zhou and
Yubo Peng and
Liang Zhou and
Yong Zhang},
title = {A novel network intrusion prevention system based on Android platform},
journal = {Int. J. Internet Protoc. Technol.},
volume = {14},
number = {2},
pages = {67--76},
year = {2021},
url = {https://doi.org/10.1504/IJIPT.2021.116254},
doi = {10.1504/IJIPT.2021.116254},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijipt/ChenZPZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmssc/SoniyaV21,
author = {S. Sobin Soniya and
S. Maria Celestin Vigila},
title = {Feedback deer hunting optimization algorithm for intrusion detection
in cloud based deep residual network},
journal = {Int. J. Model. Simul. Sci. Comput.},
volume = {12},
number = {6},
pages = {2150047:1--2150047:23},
year = {2021},
url = {https://doi.org/10.1142/S1793962321500471},
doi = {10.1142/S1793962321500471},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmssc/SoniyaV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChorasP21,
author = {Michal Choras and
Marek Pawlicki},
title = {Intrusion detection approach based on optimised artificial neural
network},
journal = {Neurocomputing},
volume = {452},
pages = {705--715},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.07.138},
doi = {10.1016/J.NEUCOM.2020.07.138},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ChorasP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeCJ21,
author = {Sudao He and
Fuyang Chen and
Bin Jiang},
title = {Physical intrusion monitoring via local-global network and deep isolation
forest based on heterogeneous signals},
journal = {Neurocomputing},
volume = {441},
pages = {25--35},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.01.104},
doi = {10.1016/J.NEUCOM.2021.01.104},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HeCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpe/TranCJBD21,
author = {Ngan Tran and
Haihua Chen and
Jiang Janet and
Jay Bhuyan and
Junhua Ding},
title = {Effect of Class Imbalance on the Performance of Machine Learning-based
Network Intrusion Detection},
journal = {Int. J. Perform. Eng.},
volume = {17},
number = {9},
pages = {741},
year = {2021},
url = {https://doi.org/10.23940/ijpe.21.09.p1.741755},
doi = {10.23940/IJPE.21.09.P1.741755},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpe/TranCJBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsssp/ValivetiMD21,
author = {Sharada Ramakrishna Valiveti and
Anush Manglani and
Tadrush Desai},
title = {Anomaly-Based Intrusion Detection Systems for Mobile Ad Hoc Networks:
{A} Practical Comprehension},
journal = {Int. J. Syst. Softw. Secur. Prot.},
volume = {12},
number = {2},
pages = {11--32},
year = {2021},
url = {https://doi.org/10.4018/ijsssp.2021070102},
doi = {10.4018/IJSSSP.2021070102},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsssp/ValivetiMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwin/WuLWWX21,
author = {Fei Wu and
Ting Li and
Zhen Wu and
ShuLin Wu and
ChuanQi Xiao},
title = {Research on Network Intrusion Detection Technology Based on Machine
Learning},
journal = {Int. J. Wirel. Inf. Networks},
volume = {28},
number = {3},
pages = {262--275},
year = {2021},
url = {https://doi.org/10.1007/s10776-021-00520-z},
doi = {10.1007/S10776-021-00520-Z},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwin/WuLWWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iot/DinaM21,
author = {Ayesha S. Dina and
D. Manivannan},
title = {Intrusion detection based on Machine Learning techniques in computer
networks},
journal = {Internet Things},
volume = {16},
pages = {100462},
year = {2021},
url = {https://doi.org/10.1016/j.iot.2021.100462},
doi = {10.1016/J.IOT.2021.100462},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iot/DinaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangSSX21,
author = {Bizhu Wang and
Yan Sun and
Mengying Sun and
Xiaodong Xu},
title = {Game-Theoretic Actor-Critic-Based Intrusion Response Scheme {(GTAC-IRS)}
for Wireless SDN-Based IoT Networks},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {3},
pages = {1830--1845},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3015042},
doi = {10.1109/JIOT.2020.3015042},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangSSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AndresiniAM21,
author = {Giuseppina Andresini and
Annalisa Appice and
Donato Malerba},
title = {Autoencoder-based deep metric learning for network intrusion detection},
journal = {Inf. Sci.},
volume = {569},
pages = {706--727},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.05.016},
doi = {10.1016/J.INS.2021.05.016},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/AndresiniAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/KanFFCXYL21,
author = {Xiu Kan and
Yixuan Fan and
Zhijun Fang and
Le Cao and
Neal N. Xiong and
Dan Yang and
Xuan Li},
title = {A novel IoT network intrusion detection approach based on Adaptive
Particle Swarm Optimization Convolutional Neural Network},
journal = {Inf. Sci.},
volume = {568},
pages = {147--162},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.03.060},
doi = {10.1016/J.INS.2021.03.060},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/KanFFCXYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/DasariECS21,
author = {Durga Bhavani Dasari and
Gayathri Edamadaka and
Ch. Smitha Chowdary and
M. Sobhana},
title = {Anomaly-based network intrusion detection with ensemble classifiers
and meta-heuristic scale {(ECMHS)} in traffic flow streams},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {10},
pages = {9241--9268},
year = {2021},
url = {https://doi.org/10.1007/s12652-020-02628-1},
doi = {10.1007/S12652-020-02628-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jaihc/DasariECS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/GuptaA21,
author = {Akshay Rameshbhai Gupta and
Jitendra Agrawal},
title = {The multi-demeanor fusion based robust intrusion detection system
for anomaly and misuse detection in computer networks},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {1},
pages = {303--319},
year = {2021},
url = {https://doi.org/10.1007/s12652-020-01974-4},
doi = {10.1007/S12652-020-01974-4},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaihc/GuptaA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/KumarGT21,
author = {Prabhat Kumar and
Govind P. Gupta and
Rakesh Tripathi},
title = {A distributed ensemble design based intrusion detection system using
fog computing to protect the internet of things networks},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {10},
pages = {9555--9572},
year = {2021},
url = {https://doi.org/10.1007/s12652-020-02696-3},
doi = {10.1007/S12652-020-02696-3},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaihc/KumarGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcm/AltahaLAH21,
author = {Mustafa Altaha and
Jae{-}Myeong Lee and
Muhammad Aslam and
Sugwon Hong},
title = {An Autoencoder-Based Network Intrusion Detection System for the {SCADA}
System},
journal = {J. Commun.},
volume = {16},
number = {6},
pages = {210--216},
year = {2021},
url = {https://doi.org/10.12720/jcm.16.6.210-216},
doi = {10.12720/JCM.16.6.210-216},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcm/AltahaLAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/0009ZR21,
author = {Qian Wang and
Wenfang Zhao and
Jiadong Ren},
title = {Intrusion detection algorithm based on image enhanced convolutional
neural network},
journal = {J. Intell. Fuzzy Syst.},
volume = {41},
number = {1},
pages = {2183--2194},
year = {2021},
url = {https://doi.org/10.3233/JIFS-210863},
doi = {10.3233/JIFS-210863},
timestamp = {Fri, 10 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/0009ZR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jrie/KeserwaniGPG21,
author = {Pankaj Kumar Keserwani and
Mahesh Chandra Govil and
Emmanuel S. Pilli and
Prajjval Govil},
title = {A smart anomaly-based intrusion detection system for the Internet
of Things (IoT) network using {GWO-PSO-RF} model},
journal = {J. Reliab. Intell. Environ.},
volume = {7},
number = {1},
pages = {3--21},
year = {2021},
url = {https://doi.org/10.1007/s40860-020-00126-x},
doi = {10.1007/S40860-020-00126-X},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jrie/KeserwaniGPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/HanWZCYLSY21,
author = {Dongqi Han and
Zhiliang Wang and
Ying Zhong and
Wenqi Chen and
Jiahai Yang and
Shuqiang Lu and
Xingang Shi and
Xia Yin},
title = {Evaluating and Improving Adversarial Robustness of Machine Learning-Based
Network Intrusion Detectors},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {39},
number = {8},
pages = {2632--2647},
year = {2021},
url = {https://doi.org/10.1109/JSAC.2021.3087242},
doi = {10.1109/JSAC.2021.3087242},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/HanWZCYLSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jwe/WangJL21,
author = {Yue Wang and
Yiming Jiang and
Julong Lan},
title = {Intrusion Detection Using Few-shot Learning Based on Triplet Graph
Convolutional Network},
journal = {J. Web Eng.},
volume = {20},
number = {5},
year = {2021},
url = {https://doi.org/10.13052/jwe1540-9589.2059},
doi = {10.13052/JWE1540-9589.2059},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jwe/WangJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AndresiniAM21,
author = {Giuseppina Andresini and
Annalisa Appice and
Donato Malerba},
title = {Nearest cluster-based intrusion detection through convolutional neural
networks},
journal = {Knowl. Based Syst.},
volume = {216},
pages = {106798},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.106798},
doi = {10.1016/J.KNOSYS.2021.106798},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/AndresiniAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MartinCAS21,
author = {Manuel L{\'{o}}pez Mart{\'{\i}}n and
Bel{\'{e}}n Carro and
Juan Ignacio Arribas and
Antonio S{\'{a}}nchez{-}Esguevillas},
title = {Network intrusion detection with a novel hierarchy of distances between
embeddings of hash {IP} addresses},
journal = {Knowl. Based Syst.},
volume = {219},
pages = {106887},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.106887},
doi = {10.1016/J.KNOSYS.2021.106887},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MartinCAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mis/ShiXWK21,
author = {Dongxian Shi and
Ming Xu and
Ting Wu and
Liang Kou},
title = {Intrusion Detecting System Based on Temporal Convolutional Network
for In-Vehicle {CAN} Networks},
journal = {Mob. Inf. Syst.},
volume = {2021},
pages = {1440259:1--1440259:13},
year = {2021},
url = {https://doi.org/10.1155/2021/1440259},
doi = {10.1155/2021/1440259},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mis/ShiXWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/HuTLDG21,
author = {Ning Hu and
Zhihong Tian and
Hui Lu and
Xiaojiang Du and
Mohsen Guizani},
title = {A multiple-kernel clustering based intrusion detection scheme for
5G and IoT networks},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {12},
number = {11},
pages = {3129--3144},
year = {2021},
url = {https://doi.org/10.1007/s13042-020-01253-w},
doi = {10.1007/S13042-020-01253-W},
timestamp = {Fri, 07 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/HuTLDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/HsuAHPL21,
author = {Chia{-}Ming Hsu and
Muhammad Zulfan Azhari and
He{-}Yen Hsieh and
Setya Widyawan Prakosa and
Jenq{-}Shiou Leu},
title = {Robust Network Intrusion Detection Scheme Using Long-Short Term Memory
Based Convolutional Neural Networks},
journal = {Mob. Networks Appl.},
volume = {26},
number = {3},
pages = {1137--1144},
year = {2021},
url = {https://doi.org/10.1007/s11036-020-01623-2},
doi = {10.1007/S11036-020-01623-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/monet/HsuAHPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/KalaC21,
author = {T. Sree Kala and
A. Christy},
title = {{HFFPNN} classifier: a hybrid approach for intrusion detection based
{OPSO} and hybridization of feed forward neural network {(FFNN)} and
probabilistic neural network {(PNN)}},
journal = {Multim. Tools Appl.},
volume = {80},
number = {4},
pages = {6457--6478},
year = {2021},
url = {https://doi.org/10.1007/s11042-020-09804-7},
doi = {10.1007/S11042-020-09804-7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mta/KalaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ShamsRU21,
author = {Erfan A. Shams and
Ahmet Rizaner and
Ali Hakan Ulusoy},
title = {A novel context-aware feature extraction method for convolutional
neural network-based intrusion detection systems},
journal = {Neural Comput. Appl.},
volume = {33},
number = {20},
pages = {13647--13665},
year = {2021},
url = {https://doi.org/10.1007/s00521-021-05994-9},
doi = {10.1007/S00521-021-05994-9},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/ShamsRU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/network/TaoHL21,
author = {Jing Tao and
Ting Han and
Ruidong Li},
title = {Deep-Reinforcement-Learning-Based Intrusion Detection in Aerial Computing
Networks},
journal = {{IEEE} Netw.},
volume = {35},
number = {4},
pages = {66--72},
year = {2021},
url = {https://doi.org/10.1109/MNET.011.2100068},
doi = {10.1109/MNET.011.2100068},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/network/TaoHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/Aljumah21,
author = {Abdullah Aljumah},
title = {IoT-based intrusion detection system using convolution neural networks},
journal = {PeerJ Comput. Sci.},
volume = {7},
pages = {e721},
year = {2021},
url = {https://doi.org/10.7717/peerj-cs.721},
doi = {10.7717/PEERJ-CS.721},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/peerj-cs/Aljumah21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/HalderCD21,
author = {Subir Halder and
Mauro Conti and
Sajal K. Das},
title = {A holistic approach to power efficiency in a clock offset based Intrusion
Detection Systems for Controller Area Networks},
journal = {Pervasive Mob. Comput.},
volume = {73},
pages = {101385},
year = {2021},
url = {https://doi.org/10.1016/j.pmcj.2021.101385},
doi = {10.1016/J.PMCJ.2021.101385},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/percom/HalderCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ppna/DevanK21,
author = {Preethi Devan and
Neelu Khare},
title = {Sparse auto encoder driven support vector regression based deep learning
model for predicting network intrusions},
journal = {Peer-to-Peer Netw. Appl.},
volume = {14},
number = {4},
pages = {2419--2429},
year = {2021},
url = {https://doi.org/10.1007/s12083-020-00986-3},
doi = {10.1007/S12083-020-00986-3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ppna/DevanK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/LiuLZWLY21,
author = {Xiaodong Liu and
Tong Li and
Runzi Zhang and
Di Wu and
Yongheng Liu and
Zhen Yang},
title = {A {GAN} and Feature Selection-Based Oversampling Technique for Intrusion
Detection},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {9947059:1--9947059:15},
year = {2021},
url = {https://doi.org/10.1155/2021/9947059},
doi = {10.1155/2021/9947059},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/LiuLZWLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ManS21,
author = {Jiarui Man and
Guozi Sun},
title = {A Residual Learning-Based Network Intrusion Detection System},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {5593435:1--5593435:9},
year = {2021},
url = {https://doi.org/10.1155/2021/5593435},
doi = {10.1155/2021/5593435},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/ManS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ManZYYLW21,
author = {Dapeng Man and
Fanyi Zeng and
Wu Yang and
Miao Yu and
Jiguang Lv and
Yijing Wang},
title = {Intelligent Intrusion Detection Based on Federated Learning for Edge-Assisted
Internet of Things},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {9361348:1--9361348:11},
year = {2021},
url = {https://doi.org/10.1155/2021/9361348},
doi = {10.1155/2021/9361348},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/ManZYYLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/WangJL21,
author = {Yue Wang and
Yiming Jiang and
Julong Lan},
title = {{FCNN:} An Efficient Intrusion Detection Method Based on Raw Network
Traffic},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {5533269:1--5533269:13},
year = {2021},
url = {https://doi.org/10.1155/2021/5533269},
doi = {10.1155/2021/5533269},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/WangJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ZhangCMRCLY21,
author = {Chongzhen Zhang and
Yanli Chen and
Yang Meng and
Fangming Ruan and
Runze Chen and
Yidan Li and
Yaru Yang},
title = {A Novel Framework Design of Network Intrusion Detection Based on Machine
Learning Techniques},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {6610675:1--6610675:15},
year = {2021},
url = {https://doi.org/10.1155/2021/6610675},
doi = {10.1155/2021/6610675},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/ZhangCMRCLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ZhaoXZN21,
author = {Fei Zhao and
Yang Xin and
Kai Zhang and
Xinxin Niu},
title = {Representativeness-Based Instance Selection for Intrusion Detection},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {6638134:1--6638134:13},
year = {2021},
url = {https://doi.org/10.1155/2021/6638134},
doi = {10.1155/2021/6638134},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/ZhaoXZN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/EssopRPZMR21,
author = {Ismael Essop and
Jos{\'{e}} Carlos Ribeiro and
Maria Papaioannou and
Georgios Zachos and
Georgios Mantas and
Jonathan Rodriguez},
title = {Generating Datasets for Anomaly-Based Intrusion Detection Systems
in IoT and Industrial IoT Networks},
journal = {Sensors},
volume = {21},
number = {4},
pages = {1528},
year = {2021},
url = {https://doi.org/10.3390/s21041528},
doi = {10.3390/S21041528},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/EssopRPZMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MehediARA21,
author = {Sk. Tanzir Mehedi and
Adnan Anwar and
Ziaur Rahman and
Kawsar Ahmed},
title = {Deep Transfer Learning Based Intrusion Detection System for Electric
Vehicular Networks},
journal = {Sensors},
volume = {21},
number = {14},
pages = {4736},
year = {2021},
url = {https://doi.org/10.3390/s21144736},
doi = {10.3390/S21144736},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/MehediARA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/QaddouraAFA21,
author = {Raneem Qaddoura and
Ala' M. Al{-}Zoubi and
Hossam Faris and
Iman M. Almomani},
title = {A Multi-Layer Classification Approach for Intrusion Detection in IoT
Networks Based on Deep Learning},
journal = {Sensors},
volume = {21},
number = {9},
pages = {2987},
year = {2021},
url = {https://doi.org/10.3390/s21092987},
doi = {10.3390/S21092987},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/QaddouraAFA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sesa/MlikiKC21,
author = {Hela Mliki and
Abir Hadj Kaceam and
Lamia Chaari},
title = {A Comprehensive Survey on Intrusion Detection based Machine Learning
for IoT Networks},
journal = {{EAI} Endorsed Trans. Security Safety},
volume = {8},
number = {29},
pages = {e3},
year = {2021},
url = {https://doi.org/10.4108/eai.6-10-2021.171246},
doi = {10.4108/EAI.6-10-2021.171246},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sesa/MlikiKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sis/YinLLKJ21,
author = {Shoulin Yin and
Hang Li and
Asif Ali Laghari and
Shahid Karim and
Awais Khan Jumani},
title = {A Bagging Strategy-Based Kernel Extreme Learning Machine for Complex
Network Intrusion Detection},
journal = {{EAI} Endorsed Trans. Scalable Inf. Syst.},
volume = {8},
number = {33},
pages = {e8},
year = {2021},
url = {https://doi.org/10.4108/eai.6-10-2021.171247},
doi = {10.4108/EAI.6-10-2021.171247},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sis/YinLLKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/ChoudharyDK21,
author = {Sarika Choudhary and
Apurba Dey and
Nishtha Kesswani},
title = {{CRIDS:} Correlation and Regression-Based Network Intrusion Detection
System for IoT},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {3},
pages = {168},
year = {2021},
url = {https://doi.org/10.1007/s42979-021-00555-2},
doi = {10.1007/S42979-021-00555-2},
timestamp = {Wed, 21 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/ChoudharyDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/KoryshevHS21,
author = {Nikolay Koryshev and
Ilya A. Hodashinsky and
Alexander A. Shelupanov},
title = {Building a Fuzzy Classifier Based on Whale Optimization Algorithm
to Detect Network Intrusions},
journal = {Symmetry},
volume = {13},
number = {7},
pages = {1211},
year = {2021},
url = {https://doi.org/10.3390/sym13071211},
doi = {10.3390/SYM13071211},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/KoryshevHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/LyuHZJW21,
author = {Renjian Lyu and
Mingshu He and
Yu Zhang and
Lei Jin and
Xinlei Wang},
title = {Network Intrusion Detection Based on an Efficient Neural Architecture
Search},
journal = {Symmetry},
volume = {13},
number = {8},
pages = {1453},
year = {2021},
url = {https://doi.org/10.3390/sym13081453},
doi = {10.3390/SYM13081453},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/LyuHZJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/XieYYLLA21,
author = {Guoqi Xie and
Laurence T. Yang and
Yuanda Yang and
Haibo Luo and
Renfa Li and
Mamoun Alazab},
title = {Threat Analysis for Automotive {CAN} Networks: {A} {GAN} Model-Based
Intrusion Detection Technique},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {22},
number = {7},
pages = {4467--4477},
year = {2021},
url = {https://doi.org/10.1109/TITS.2021.3055351},
doi = {10.1109/TITS.2021.3055351},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/XieYYLLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/JavedRKAG21,
author = {Abdul Rehman Javed and
Saif ur Rehman and
Mohib Ullah Khan and
Mamoun Alazab and
Thippa Reddy Gadekallu},
title = {CANintelliIDS: Detecting In-Vehicle Intrusion Attacks on a Controller
Area Network Using {CNN} and Attention-Based {GRU}},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {8},
number = {2},
pages = {1456--1466},
year = {2021},
url = {https://doi.org/10.1109/TNSE.2021.3059881},
doi = {10.1109/TNSE.2021.3059881},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/JavedRKAG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/PontesSGBM21,
author = {Camila F. T. Pontes and
Manuela M. C. de Souza and
Jo{\~{a}}o J. C. Gondim and
Matt Bishop and
Marcelo Antonio Marotta},
title = {A New Method for Flow-Based Network Intrusion Detection Using the
Inverse Potts Model},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {18},
number = {2},
pages = {1125--1136},
year = {2021},
url = {https://doi.org/10.1109/TNSM.2021.3075503},
doi = {10.1109/TNSM.2021.3075503},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/PontesSGBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/ZhangCCZC21,
author = {Zhixia Zhang and
Yang Cao and
Zhihua Cui and
Wensheng Zhang and
Jinjun Chen},
title = {A Many-Objective Optimization Based Intelligent Intrusion Detection
Algorithm for Enhancing Security of Vehicular Networks in 6G},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {70},
number = {6},
pages = {5234--5243},
year = {2021},
url = {https://doi.org/10.1109/TVT.2021.3057074},
doi = {10.1109/TVT.2021.3057074},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/ZhangCCZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vcomm/HanCM21,
author = {Mu Han and
Pengzhou Cheng and
Shidian Ma},
title = {PPM-InVIDS: Privacy protection model for in-vehicle intrusion detection
system based complex-valued neural network},
journal = {Veh. Commun.},
volume = {31},
pages = {100374},
year = {2021},
url = {https://doi.org/10.1016/j.vehcom.2021.100374},
doi = {10.1016/J.VEHCOM.2021.100374},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vcomm/HanCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vcomm/JeongJCK21,
author = {Seonghoon Jeong and
Boosun Jeon and
Boheung Chung and
Huy Kang Kim},
title = {Convolutional neural network-based intrusion detection system for
{AVTP} streams in automotive Ethernet-based networks},
journal = {Veh. Commun.},
volume = {29},
pages = {100338},
year = {2021},
url = {https://doi.org/10.1016/j.vehcom.2021.100338},
doi = {10.1016/J.VEHCOM.2021.100338},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vcomm/JeongJCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/AwotundeCA21,
author = {Joseph Bamidele Awotunde and
Chinmay Chakraborty and
Emmanuel Abidemi Adeniyi},
title = {Intrusion Detection in Industrial Internet of Things Network-Based
on Deep Learning Model with Rule-Based Feature Selection},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {7154587:1--7154587:17},
year = {2021},
url = {https://doi.org/10.1155/2021/7154587},
doi = {10.1155/2021/7154587},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/AwotundeCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/DengY21,
author = {Hongli Deng and
Tao Yang},
title = {Network Intrusion Detection Based on Sparse Autoencoder and {IGA-BP}
Network},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {9510858:1--9510858:11},
year = {2021},
url = {https://doi.org/10.1155/2021/9510858},
doi = {10.1155/2021/9510858},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/DengY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/EinyON21,
author = {Sajad Einy and
Cemil {\"{O}}z and
Yahya Dorostkar Navaei},
title = {Network Intrusion Detection System Based on the Combination of Multiobjective
Particle Swarm Algorithm-Based Feature Selection and Fast-Learning
Network},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {6648351:1--6648351:12},
year = {2021},
url = {https://doi.org/10.1155/2021/6648351},
doi = {10.1155/2021/6648351},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wicomm/EinyON21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/Huang21,
author = {Xiaolong Huang},
title = {Network Intrusion Detection Based on an Improved Long-Short-Term Memory
Model in Combination with Multiple Spatiotemporal Structures},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {6623554:1--6623554:10},
year = {2021},
url = {https://doi.org/10.1155/2021/6623554},
doi = {10.1155/2021/6623554},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/Huang21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/QiZJLZX21,
author = {Guohong Qi and
Jie Zhou and
Wenxian Jia and
Menghan Liu and
Shengnan Zhang and
Mengying Xu},
title = {Intrusion Detection for Network Based on Elite Clone Artificial Bee
Colony and Back Propagation Neural Network},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {9956371:1--9956371:11},
year = {2021},
url = {https://doi.org/10.1155/2021/9956371},
doi = {10.1155/2021/9956371},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/QiZJLZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/XieDW21,
author = {Bin Xie and
Xinyu Dong and
Changguang Wang},
title = {An Improved {K} -Means Clustering Intrusion Detection Algorithm for
Wireless Networks Based on Federated Learning},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2021},
pages = {9322368:1--9322368:15},
year = {2021},
url = {https://doi.org/10.1155/2021/9322368},
doi = {10.1155/2021/9322368},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/XieDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/MaheswariK21,
author = {M. Maheswari and
R. A. Karthika},
title = {A Novel QoS Based Secure Unequal Clustering Protocol with Intrusion
Detection System in Wireless Sensor Networks},
journal = {Wirel. Pers. Commun.},
volume = {118},
number = {2},
pages = {1535--1557},
year = {2021},
url = {https://doi.org/10.1007/s11277-021-08101-2},
doi = {10.1007/S11277-021-08101-2},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/MaheswariK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/NtiNAA21,
author = {Isaac Kofi Nti and
Owusu Nyarko{-}Boateng and
Adebayo Felix Adekoya and
R. Arjun},
title = {Network Intrusion Detection with StackNet: {A} phi coefficient Based
Weak Learner Selection Approach},
booktitle = {22nd International Arab Conference on Information Technology, {ACIT}
2021, Muscat, Oman, December 21-23, 2021},
pages = {1--11},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ACIT53391.2021.9677338},
doi = {10.1109/ACIT53391.2021.9677338},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acit3/NtiNAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acmturc/YangXWZYQ21,
author = {Yihong Yang and
Xiaolong Xu and
Lina Wang and
Weiyi Zhong and
Chao Yan and
Lianyong Qi},
title = {Fast Anomaly Detection based on Data Stream in Network Intrusion Detection
System},
booktitle = {{ACM} {TURC} 2021: {ACM} Turing Award Celebration Conference - Hefei,
China, 30 July 2021 - 1 August 2021},
pages = {87--91},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3472634.3472656},
doi = {10.1145/3472634.3472656},
timestamp = {Mon, 11 Oct 2021 17:13:06 +0200},
biburl = {https://dblp.org/rec/conf/acmturc/YangXWZYQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acns/JeuneGM21,
author = {Laurens Le Jeune and
Toon Goedem{\'{e}} and
Nele Mentens},
editor = {Jianying Zhou and
Chuadhry Mujeeb Ahmed and
Lejla Batina and
Sudipta Chattopadhyay and
Olga Gadyatskaya and
Chenglu Jin and
Jingqiang Lin and
Eleonora Losiouk and
Bo Luo and
Suryadipta Majumdar and
Mihalis Maniatakos and
Daisuke Mashima and
Weizhi Meng and
Stjepan Picek and
Masaki Shimaoka and
Chunhua Su and
Cong Wang},
title = {Towards Real-Time Deep Learning-Based Network Intrusion Detection
on {FPGA}},
booktitle = {Applied Cryptography and Network Security Workshops - {ACNS} 2021
Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S{\&}P,
SCI, SecMT, and SiMLA, Kamakura, Japan, June 21-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12809},
pages = {133--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-81645-2\_9},
doi = {10.1007/978-3-030-81645-2\_9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acns/JeuneGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/africon/AlimiOARA21,
author = {Oyeniyi Akeem Alimi and
Khmaies Ouahada and
Adnan M. Abu{-}Mahfouz and
Suvendi Rimer and
Kuburat Oyeranti Adefemi Alimi},
title = {Intrusion Detection for Water Distribution Systems based on an Hybrid
Particle Swarm Optimization with Back Propagation Neural Network},
booktitle = {2021 {IEEE} AFRICON, Arusha, Tanzania, United Republic of, September
13-15, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/AFRICON51333.2021.9570951},
doi = {10.1109/AFRICON51333.2021.9570951},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/africon/AlimiOARA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiml2/AmalapuramRCT21,
author = {Suresh Kumar Amalapuram and
Thushara Tippi Reddy and
Sumohana S. Channappayya and
Bheemarjuna Reddy Tamma},
title = {On Handling Class Imbalance in Continual Learning based Network Intrusion
Detection Systems},
booktitle = {AIMLSystems 2021: The First International Conference on AI-ML-Systems,
Bangalore India, October 21 - 23, 2021},
pages = {11:1--11:7},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3486001.3486231},
doi = {10.1145/3486001.3486231},
timestamp = {Wed, 10 Nov 2021 16:16:02 +0100},
biburl = {https://dblp.org/rec/conf/aiml2/AmalapuramRCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ant/PatelJ21,
author = {Himanshu B. Patel and
Devesh C. Jinwala},
editor = {Elhadi M. Shakshuki and
Ansar{-}Ul{-}Haque Yasar},
title = {6MID: Mircochain based Intrusion Detection for 6LoWPAN based IoT networks},
booktitle = {The 12th International Conference on Ambient Systems, Networks and
Technologies {(ANT} 2021) / The 4th International Conference on Emerging
Data and Industry 4.0 {(EDI40} 2021) / Affiliated Workshops, March
23-26, 2021, Warsaw, Poland},
series = {Procedia Computer Science},
volume = {184},
pages = {929--934},
publisher = {Elsevier},
year = {2021},
url = {https://doi.org/10.1016/j.procs.2021.04.023},
doi = {10.1016/J.PROCS.2021.04.023},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ant/PatelJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arabwic/ArchanaPKNSH21,
author = {Archana and
Chaitra H. P and
Khushi and
Pradhiksha Nandini and
Sivaraman Eswaran and
Prasad B. Honnavalli},
editor = {Manar Abu Talib and
Laila Benhlima and
Kaoutar El Maghraoui},
title = {Cloud-based Network Intrusion Detection System using Deep Learning},
booktitle = {ArabWIC 2021: The 7th Annual International Conference on Arab Women
in Computing in Conjunction with the 2nd Forum of Women in Research,
Sharjah, United Arab Emirates, August 25 - 26, 2021},
pages = {5:1--5:6},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3485557.3485562},
doi = {10.1145/3485557.3485562},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/arabwic/ArchanaPKNSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MasumSHFVKRAC021,
author = {Mohammad Masum and
Hossain Shahriar and
Hisham Haddad and
Md. Jobair Hossain Faruk and
Maria Valero and
Md Abdullah Khan and
Mohammad Ashiqur Rahman and
Muhaiminul I. Adnan and
Alfredo Cuzzocrea and
Fan Wu},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Bayesian Hyperparameter Optimization for Deep Neural Network-Based
Network Intrusion Detection},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {5413--5419},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671576},
doi = {10.1109/BIGDATA52589.2021.9671576},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/MasumSHFVKRAC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmsb/LuMLLGY21,
author = {Jizhao Lu and
Huiping Meng and
Wencui Li and
Yue Liu and
Yihao Guo and
Yang Yang},
title = {Network intrusion detection based on Contractive Sparse Stacked Denoising
Autoencoder},
booktitle = {{IEEE} International Symposium on Broadband Multimedia Systems and
Broadcasting, {BMSB} 2021, Chengdu, China, August 4-6, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BMSB53066.2021.9547087},
doi = {10.1109/BMSB53066.2021.9547087},
timestamp = {Tue, 05 Oct 2021 16:26:41 +0200},
biburl = {https://dblp.org/rec/conf/bmsb/LuMLLGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bwcca/SasaSK21,
author = {Seiichi Sasa and
Hiroyuki Suzuki and
Akio Koyama},
editor = {Leonard Barolli},
title = {A Machine Learning Based Network Intrusion Detection System with Applying
Different Algorithm in Multiple Stages},
booktitle = {Advances on Broad-Band Wireless Computing, Communication and Applications
- Proceedings of the 16th International Conference on Broad-Band Wireless
Computing, Communication and Applications, {BWCCA} 2021, Fukuoka,
Japan, 28-30 October 2021},
series = {Lecture Notes in Networks and Systems},
volume = {346},
pages = {100--110},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90072-4\_10},
doi = {10.1007/978-3-030-90072-4\_10},
timestamp = {Wed, 27 Oct 2021 09:51:39 +0200},
biburl = {https://dblp.org/rec/conf/bwcca/SasaSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbd/ZhangW21,
author = {ZheYing Zhang and
Lijuan Wang},
title = {An Efficient Intrusion Detection Model Based on Convolutional Neural
Network and Transformer},
booktitle = {Ninth International Conference on Advanced Cloud and Big Data, {CBD}
2021, Xi'an, China, March 26-27, 2022},
pages = {248--254},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CBD54617.2021.00050},
doi = {10.1109/CBD54617.2021.00050},
timestamp = {Thu, 04 Aug 2022 11:52:19 +0200},
biburl = {https://dblp.org/rec/conf/cbd/ZhangW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccris/NiuHL21,
author = {Hongchao Niu and
Xiao{-}Bing Hu and
Hang Li},
title = {Improved YOLOv5 network-based object detection for anti-intrusion
of gantry crane},
booktitle = {{CCRIS} 2021: 2nd International Conference on Control, Robotics and
Intelligent System, Qingdao, China, August 20-22, 2021},
pages = {147--152},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3483845.3483871},
doi = {10.1145/3483845.3483871},
timestamp = {Thu, 11 Nov 2021 12:24:20 +0100},
biburl = {https://dblp.org/rec/conf/ccris/NiuHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0002ZMZHQKPL21,
author = {Zhongjie Wang and
Shitong Zhu and
Keyu Man and
Pengxiong Zhu and
Yu Hao and
Zhiyun Qian and
Srikanth V. Krishnamurthy and
Tom La Porta and
Michael J. De Lucia},
editor = {Trent Jaeger and
Zhiyun Qian},
title = {Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic
Model Comparison},
booktitle = {MTD@CCS 2021: Proceedings of the 8th {ACM} Workshop on Moving Target
Defense, Virtual Event, Republic of Korea, 15 November 2021},
pages = {31--32},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474370.3485669},
doi = {10.1145/3474370.3485669},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/0002ZMZHQKPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0002ZMZHQKPL21a,
author = {Zhongjie Wang and
Shitong Zhu and
Keyu Man and
Pengxiong Zhu and
Yu Hao and
Zhiyun Qian and
Srikanth V. Krishnamurthy and
Tom La Porta and
Michael J. De Lucia},
editor = {Yongdae Kim and
Jong Kim and
Giovanni Vigna and
Elaine Shi},
title = {Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic
Model Comparison},
booktitle = {{CCS} '21: 2021 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, Republic of Korea, November 15 - 19, 2021},
pages = {3384--3399},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3460120.3484762},
doi = {10.1145/3460120.3484762},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/0002ZMZHQKPL21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/MishraDKH21,
author = {Sanket Mishra and
Rohit Dwivedula and
Varad Kshirsagar and
Chittaranjan Hota},
editor = {Jayant R. Haritsa and
Shourya Roy and
Manish Gupta and
Sharad Mehrotra and
Balaji Vasan Srinivasan and
Yogesh Simmhan},
title = {Robust Detection of Network Intrusion using Tree-based Convolutional
Neural Networks},
booktitle = {{CODS-COMAD} 2021: 8th {ACM} {IKDD} {CODS} and 26th COMAD, Virtual
Event, Bangalore, India, January 2-4, 2021},
pages = {233--237},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3430984.3431036},
doi = {10.1145/3430984.3431036},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/MishraDKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscloud/ChenLLJY21,
author = {Shuyu Chen and
Wei Li and
Jun Liu and
Haoyu Jin and
Xuehui Yin},
title = {Network Intrusion Detection Based on Subspace Clustering and {BP}
Neural Network},
booktitle = {8th {IEEE} International Conference on Cyber Security and Cloud Computing,
CSCloud 2021/7th {IEEE} International Conference on Edge Computing
and Scalable Cloud, EdgeCom 2021, Washington, DC, USA, June 26-28,
2021},
pages = {65--70},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSCloud-EdgeCom52276.2021.00022},
doi = {10.1109/CSCLOUD-EDGECOM52276.2021.00022},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cscloud/ChenLLJY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csnet/Baldini21,
author = {Gianmarco Baldini},
title = {Intrusion detection systems in in-vehicle networks based on bag-of-words},
booktitle = {5th Cyber Security in Networking Conference, CSNet 2021, Abu Dhabi,
United Arab Emirates, October 12-14, 2021},
pages = {41--48},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSNet52717.2021.9614644},
doi = {10.1109/CSNET52717.2021.9614644},
timestamp = {Fri, 03 Dec 2021 17:36:15 +0100},
biburl = {https://dblp.org/rec/conf/csnet/Baldini21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr2/HannanGS21,
author = {Abdul Hannan and
Christian Gruhl and
Bernhard Sick},
title = {Anomaly based Resilient Network Intrusion Detection using Inferential
Autoencoders},
booktitle = {{IEEE} International Conference on Cyber Security and Resilience,
{CSR} 2021, Rhodes, Greece, July 26-28, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSR51186.2021.9527980},
doi = {10.1109/CSR51186.2021.9527980},
timestamp = {Thu, 23 Sep 2021 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/csr2/HannanGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr2/RehmanI21,
author = {Faqeer ur Rehman and
Clemente Izurieta},
title = {Statistical Metamorphic Testing of Neural Network Based Intrusion
Detection Systems},
booktitle = {{IEEE} International Conference on Cyber Security and Resilience,
{CSR} 2021, Rhodes, Greece, July 26-28, 2021},
pages = {20--26},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSR51186.2021.9527993},
doi = {10.1109/CSR51186.2021.9527993},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csr2/RehmanI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcai/CarneiroOSMP21,
author = {Jos{\'{e}} Carneiro and
Nuno Oliveira and
Norberto Sousa and
Eva Maia and
Isabel Pra{\c{c}}a},
editor = {Kenji Matsui and
Sigeru Omatu and
Tan Yigitcanlar and
Sara Rodr{\'{\i}}guez{-}Gonz{\'{a}}lez},
title = {Machine Learning for Network-Based Intrusion Detection Systems: An
Analysis of the {CIDDS-001} Dataset},
booktitle = {Distributed Computing and Artificial Intelligence, Volume 1: 18th
International Conference, {DCAI} 2021, Salamanca, Spain, 6-8 October
2021},
series = {Lecture Notes in Networks and Systems},
volume = {327},
pages = {148--158},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86261-9\_15},
doi = {10.1007/978-3-030-86261-9\_15},
timestamp = {Tue, 15 Nov 2022 15:22:37 +0100},
biburl = {https://dblp.org/rec/conf/dcai/CarneiroOSMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsit/SongYHH21,
author = {Zheng Song and
Jianguo Yu and
Yue He and
Jikai He},
title = {Leaky Training: {A} Robustness Improvement Scheme for Autoencoder
Based Network Intrusion Detection System under Online Learning},
booktitle = {{DSIT} 2021: 4th International Conference on Data Science and Information
Technology, Shanghai, China, July 23 - 25, 2021},
pages = {38--43},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3478905.3478913},
doi = {10.1145/3478905.3478913},
timestamp = {Wed, 29 Sep 2021 10:17:18 +0200},
biburl = {https://dblp.org/rec/conf/dsit/SongYHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsmlai/MeenaDMH21,
author = {Gaurav Meena and
Babita Dhanwal and
Mehul Mahrishi and
Kamal Kant Hiran},
editor = {Dharm Singh Jat and
Colin Stanley and
Jos{\'{e}} G. Quenum and
Nilanjan Dey and
Arpit Jain},
title = {Performance Comparison of Network Intrusion Detection System Based
on Different Pre-processing Methods and Deep Neural Network},
booktitle = {{DSMLAI} '21: International Conference on Data Science, Machine Learning
and Artificial Intelligence, Windhoek Namibia, August 9 - 12, 2021},
pages = {110--115},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3484824.3484878},
doi = {10.1145/3484824.3484878},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsmlai/MeenaDMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/ZhangNHZG21,
author = {Yong Zhang and
Jie Niu and
Guojian He and
Lin Zhu and
Da Guo},
title = {Network Intrusion Detection Based on Active Semi-supervised Learning},
booktitle = {51st Annual {IEEE/IFIP} International Conference on Dependable Systems
and Networks Workshops, {DSN} Workshops 2021, Taipei, Taiwan, June
21-24, 2021},
pages = {129--135},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSN-W52860.2021.00031},
doi = {10.1109/DSN-W52860.2021.00031},
timestamp = {Sun, 05 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsn/ZhangNHZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fcs2/MuHLPL21,
author = {Jieru Mu and
Hua He and
Lin Li and
Shanchen Pang and
Cong Liu},
editor = {Chunjie Cao and
Yuqing Zhang and
Yuan Hong and
Ding Wang},
title = {A Hybrid Network Intrusion Detection Model Based on {CNN-LSTM} and
Attention Mechanism},
booktitle = {Frontiers in Cyber Security - 4th International Conference, {FCS}
2021, Haikou, China, December 17-19, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1558},
pages = {214--229},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-19-0523-0\_14},
doi = {10.1007/978-981-19-0523-0\_14},
timestamp = {Tue, 06 Dec 2022 11:39:09 +0100},
biburl = {https://dblp.org/rec/conf/fcs2/MuHLPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpsr/GrayDSH21,
author = {Nicholas Gray and
Katharina Dietz and
Michael Seufert and
Tobias Hossfeld},
title = {High Performance Network Metadata Extraction Using {P4} for ML-based
Intrusion Detection Systems},
booktitle = {22nd {IEEE} International Conference on High Performance Switching
and Routing, {HPSR} 2021, Paris, France, June 7-10, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/HPSR52026.2021.9481849},
doi = {10.1109/HPSR52026.2021.9481849},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hpsr/GrayDSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarti/ChindoveB21,
author = {Hatitye Chindove and
Dane Brown},
title = {Adaptive Machine Learning Based Network Intrusion Detection},
booktitle = {icARTi '21: International Conference on Artificial Intelligence and
its Applications, Virtual Event, Mauritius, December 9 - 10, 2021},
pages = {15:1--15:6},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3487923.3487938},
doi = {10.1145/3487923.3487938},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icarti/ChindoveB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/OuyangLKS021,
author = {Yuankai Ouyang and
Beibei Li and
Qinglei Kong and
Han Song and
Tao Li},
title = {{FS-IDS:} {A} Novel Few-Shot Learning Based Intrusion Detection System
for {SCADA} Networks},
booktitle = {{ICC} 2021 - {IEEE} International Conference on Communications, Montreal,
QC, Canada, June 14-23, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICC42927.2021.9500667},
doi = {10.1109/ICC42927.2021.9500667},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/OuyangLKS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccai/PengYHL21,
author = {Kong De Peng and
Ye Du and
Li Mei Hong and
Li Gui Ling},
title = {Industrial Intrusion Detection Technology Based on One-dimensional
Multi-scale Residual Network},
booktitle = {{ICCAI} '21: 2021 7th International Conference on Computing and Artificial
Intelligence, Tianjin China, April 23 - 26, 2021},
pages = {339--347},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3467707.3467759},
doi = {10.1145/3467707.3467759},
timestamp = {Sun, 11 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccai/PengYHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/WangPAL21,
author = {Jianyu Wang and
Jianli Pan and
Ismail AlQerm and
Yuanni Liu},
title = {Def-IDS: An Ensemble Defense Mechanism Against Adversarial Attacks
for Deep Learning-based Network Intrusion Detection},
booktitle = {30th International Conference on Computer Communications and Networks,
{ICCCN} 2021, Athens, Greece, July 19-22, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCCN52240.2021.9522215},
doi = {10.1109/ICCCN52240.2021.9522215},
timestamp = {Wed, 22 Sep 2021 16:08:30 +0200},
biburl = {https://dblp.org/rec/conf/icccn/WangPAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/RajuSGR21,
author = {Deepanshu Raju and
Sakshi Sawai and
Shashank Gavel and
Ajay Singh Raghuvanshi},
title = {Development of Anomaly-Based Intrusion Detection Scheme Using Deep
Learning in Data Network},
booktitle = {12th International Conference on Computing Communication and Networking
Technologies, {ICCCNT} 2021, Kharagpur, India, July 6-8, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCCNT51525.2021.9579510},
doi = {10.1109/ICCCNT51525.2021.9579510},
timestamp = {Thu, 25 Nov 2021 09:08:41 +0100},
biburl = {https://dblp.org/rec/conf/icccnt/RajuSGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccs/KasongoS21,
author = {Sydney Mambwe Kasongo and
Yanxia Sun},
title = {A Gated Recurrent Unit based Intrusion Detection for {SCADA} Networks},
booktitle = {6th International Conference on Computing, Communication and Security,
{ICCCS} 2021, Las Vegas, NV, USA, October 4-6, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCCS51487.2021.9776331},
doi = {10.1109/ICCCS51487.2021.9776331},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icccs/KasongoS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icycsee/CaiWZC21,
author = {Zengyu Cai and
Jingchao Wang and
Jianwei Zhang and
Xi Chen},
editor = {Jianchao Zeng and
Pinle Qin and
Weipeng Jing and
Xianhua Song and
Zeguang Lu},
title = {Design and Implementation of Intrusion Detection System Based on Neural
Network},
booktitle = {Data Science - 7th International Conference of Pioneering Computer
Scientists, Engineers and Educators, {ICPCSEE} 2021, Taiyuan, China,
September 17-20, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1452},
pages = {179--189},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-5943-0\_15},
doi = {10.1007/978-981-16-5943-0\_15},
timestamp = {Thu, 15 Feb 2024 16:58:31 +0100},
biburl = {https://dblp.org/rec/conf/icycsee/CaiWZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idc/MauroGL21,
author = {Mario Di Mauro and
Giovanni Galatro and
Antonio Liotta},
editor = {David Camacho and
Domenico Rosaci and
Giuseppe M. L. Sarn{\'{e}} and
Mario Versaci},
title = {A WNN-Based Approach for Network Intrusion Detection},
booktitle = {Intelligent Distributed Computing XIV, 14th International Symposium
on Intelligent Distributed Computing, {IDC} 2021, Virtual Event, 16-18
September 2021},
series = {Studies in Computational Intelligence},
volume = {1026},
pages = {79--88},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96627-0\_8},
doi = {10.1007/978-3-030-96627-0\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/idc/MauroGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AhmedLS21a,
author = {Usman Ahmed and
Jerry Chun{-}Wei Lin and
Gautam Srivastava},
title = {Network-Aware {SDN} Load Balancer with Deep Active Learning based
Intrusion Detection Model},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534424},
doi = {10.1109/IJCNN52387.2021.9534424},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AhmedLS21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiuKLJ21,
author = {Yang Liu and
Jian Kang and
Yiran Li and
Bin Ji},
title = {A Network Intrusion Detection Method Based on {CNN} and {CBAM}},
booktitle = {2021 {IEEE} Conference on Computer Communications Workshops, {INFOCOM}
Workshops 2021, Vancouver, BC, Canada, May 10-13, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484553},
doi = {10.1109/INFOCOMWKSHPS51825.2021.9484553},
timestamp = {Fri, 23 Jul 2021 09:24:13 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LiuKLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ShiGLYL21,
author = {Jibo Shi and
Bin Ge and
Yang Liu and
Yu Yan and
Shuang Li},
title = {Data Privacy Security Guaranteed Network Intrusion Detection System
Based on Federated Learning},
booktitle = {2021 {IEEE} Conference on Computer Communications Workshops, {INFOCOM}
Workshops 2021, Vancouver, BC, Canada, May 10-13, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484545},
doi = {10.1109/INFOCOMWKSHPS51825.2021.9484545},
timestamp = {Fri, 23 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ShiGLYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/JinCX21,
author = {Shiyi Jin and
Jin{-}Gyun Chung and
Yinan Xu},
title = {Signature-Based Intrusion Detection System {(IDS)} for In-Vehicle
{CAN} Bus Network},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2021,
Daegu, South Korea, May 22-28, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISCAS51556.2021.9401087},
doi = {10.1109/ISCAS51556.2021.9401087},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/JinCX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/ZhongGLQYWYYS021,
author = {Ying Zhong and
Ziqi Gao and
Rui Li and
Citong Que and
Xinjie Yang and
Zhiliang Wang and
Jiahai Yang and
Xia Yin and
Xingang Shi and
Keqin Li},
title = {{STRAD:} Network Intrusion Detection Algorithm Based on Zero-Positive
Learning in Real Complex Network Environment},
booktitle = {{IEEE} Symposium on Computers and Communications, {ISCC} 2021, Athens,
Greece, September 5-8, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISCC53001.2021.9631496},
doi = {10.1109/ISCC53001.2021.9631496},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscc/ZhongGLQYWYYS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/Dong0LQF21,
author = {Tian Dong and
Han Qiu and
Jialiang Lu and
Meikang Qiu and
Chun Fan},
title = {Towards Fast Network Intrusion Detection based on Efficiency-preserving
Federated Learning},
booktitle = {2021 {IEEE} Intl Conf on Parallel {\&} Distributed Processing
with Applications, Big Data {\&} Cloud Computing, Sustainable
Computing {\&} Communications, Social Computing {\&} Networking
(ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September
30 - Oct. 3, 2021},
pages = {468--475},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom52081.2021.00071},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM52081.2021.00071},
timestamp = {Thu, 06 Jan 2022 09:48:16 +0100},
biburl = {https://dblp.org/rec/conf/ispa/Dong0LQF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isr2/LiuYLL21,
author = {Jingyu Liu and
Dongsheng Yang and
Mengjia Lian and
Mingshi Li},
title = {Research on Classification of Intrusion Detection in Internet of Things
Network Layer Based on Machine Learning},
booktitle = {{IEEE} International Conference on Intelligence and Safety for Robotics,
{ISR} 2021, Tokoname, Japan, March 4-6, 2021},
pages = {106--110},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISR50024.2021.9419529},
doi = {10.1109/ISR50024.2021.9419529},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isr2/LiuYLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivic/QassimJM21,
author = {Qais Saif Qassim and
Norziana Jamil and
Mohammed Najah Mahdi},
editor = {Halimah Badioze Zaman and
Alan F. Smeaton and
Timothy K. Shih and
Sergio A. Velastin and
Tada Terutoshi and
Bo N{\o}rregaard J{\o}rgensen and
Hazleen Aris and
Nazrita Ibrahim},
title = {Symptoms-Based Network Intrusion Detection System},
booktitle = {Advances in Visual Informatics - 7th International Visual Informatics
Conference, {IVIC} 2021, Kajang, Malaysia, November 23-25, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13051},
pages = {482--494},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90235-3\_42},
doi = {10.1007/978-3-030-90235-3\_42},
timestamp = {Wed, 22 Mar 2023 16:53:34 +0100},
biburl = {https://dblp.org/rec/conf/ivic/QassimJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/CaoZFMLD21,
author = {Ke Cao and
Jinqi Zhu and
Weiiia Feng and
Chunmei Ma and
Ming Liu and
Tian Du},
title = {Network Intrusion Detection based on Dense Dilated Convolutions and
Attention Mechanism},
booktitle = {17th International Wireless Communications and Mobile Computing, {IWCMC}
2021, Harbin City, China, June 28 - July 2, 2021},
pages = {463--468},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IWCMC51323.2021.9498652},
doi = {10.1109/IWCMC51323.2021.9498652},
timestamp = {Fri, 13 Aug 2021 16:13:45 +0200},
biburl = {https://dblp.org/rec/conf/iwcmc/CaoZFMLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/DingWK21,
author = {Shanshuo Ding and
Yingxin Wang and
Liang Kou},
title = {Network intrusion detection based on BiSRU and {CNN}},
booktitle = {{IEEE} 18th International Conference on Mobile Ad Hoc and Smart Systems,
{MASS} 2021, Denver, CO, USA, October 4-7, 2021},
pages = {145--147},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MASS52906.2021.00026},
doi = {10.1109/MASS52906.2021.00026},
timestamp = {Mon, 20 Dec 2021 09:12:57 +0100},
biburl = {https://dblp.org/rec/conf/mass/DingWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medes/ZhuHY21,
author = {Yujie Zhu and
Dezhi Han and
Xinming Yin},
editor = {Richard Chbeir and
Yannis Manolopoulos and
Ladjel Bellatreche and
Djamal Benslimane and
Mirjana Ivanovic and
Zakaria Maamar},
title = {A hierarchical network intrusion detection model based on unsupervised
clustering},
booktitle = {{MEDES} '21: Proceedings of the 13th International Conference on Management
of Digital EcoSystems, Virtual Event, Tunisia, November 1 - 3, 2021},
pages = {22--29},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3444757.3485098},
doi = {10.1145/3444757.3485098},
timestamp = {Thu, 11 Nov 2021 08:15:12 +0100},
biburl = {https://dblp.org/rec/conf/medes/ZhuHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nana/Lin21,
author = {Zhang Lin},
title = {Network Intrusion Detection based of Semi-Supervised Ensemble Learning
Algorithm for Imbalanced Data},
booktitle = {2021 International Conference on Networking and Network Applications,
NaNA 2021, Lijiang City, China, October 29 - Nov. 1, 2021},
pages = {338--344},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/NaNA53684.2021.00065},
doi = {10.1109/NANA53684.2021.00065},
timestamp = {Thu, 06 Jan 2022 10:47:03 +0100},
biburl = {https://dblp.org/rec/conf/nana/Lin21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/niss/DadiA21,
author = {Sihem Dadi and
Mohamed Abid},
editor = {Mohamed Ben Ahmed and
Horia{-}Nicolai L. Teodorescu and
Tomader Mazri and
Parthasarathy Subashini and
Anouar Abdelhakim Boudhir},
title = {Enhanced Intrusion Detection System Based on AutoEncoder Network and
Support Vector Machine},
booktitle = {Networking, Intelligent Systems and Security - Proceedings of {NISS}
2021, Kenitra, Morocco, April 1-2, 2021},
series = {Smart Innovation, Systems and Technologies},
volume = {237},
pages = {327--341},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-3637-0\_23},
doi = {10.1007/978-981-16-3637-0\_23},
timestamp = {Wed, 01 Dec 2021 16:42:24 +0100},
biburl = {https://dblp.org/rec/conf/niss/DadiA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/niss/KamelELT21,
author = {Nadiya El Kamel and
Mohamed Eddabbah and
Youssef Lmoumen and
Raja Touahni},
editor = {Mohamed Ben Ahmed and
Horia{-}Nicolai L. Teodorescu and
Tomader Mazri and
Parthasarathy Subashini and
Anouar Abdelhakim Boudhir},
title = {A Real-Time Smart Agent for Network Traffic Profiling and Intrusion
Detection Based on Combined Machine Learning Algorithms},
booktitle = {Networking, Intelligent Systems and Security - Proceedings of {NISS}
2021, Kenitra, Morocco, April 1-2, 2021},
series = {Smart Innovation, Systems and Technologies},
volume = {237},
pages = {301--309},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-3637-0\_21},
doi = {10.1007/978-981-16-3637-0\_21},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/niss/KamelELT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nss/VyQDP21,
author = {Nguyen Chi Vy and
Nguyen Huu Quyen and
Phan The Duy and
Van{-}Hau Pham},
editor = {Min Yang and
Chao Chen and
Yang Liu},
title = {Federated Learning-Based Intrusion Detection in the Context of IIoT
Networks: Poisoning Attack and Defense},
booktitle = {Network and System Security - 15th International Conference, {NSS}
2021, Tianjin, China, October 23, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13041},
pages = {131--147},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92708-0\_8},
doi = {10.1007/978-3-030-92708-0\_8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nss/VyQDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/qrs/ChenYCZYZ21,
author = {Jinfu Chen and
Shang Yin and
Saihua Cai and
Chi Zhang and
Yemin Yin and
Ling Zhou},
title = {An Efficient Network Intrusion Detection Model Based on Temporal Convolutional
Networks},
booktitle = {21st {IEEE} International Conference on Software Quality, Reliability
and Security, {QRS} 2021, Hainan, China, December 6-10, 2021},
pages = {768--775},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/QRS54544.2021.00086},
doi = {10.1109/QRS54544.2021.00086},
timestamp = {Wed, 16 Mar 2022 22:32:21 +0100},
biburl = {https://dblp.org/rec/conf/qrs/ChenYCZYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sin/AydinB21,
author = {Erim Aydin and
Serif Bahtiyar},
editor = {Naghmeh Moradpoor and
Atilla El{\c{c}}i and
Andrei Petrovski},
title = {{OCIDS:} An Online CNN-Based Network Intrusion Detection System for
DDoS Attacks with IoT Botnets},
booktitle = {14th International Conference on Security of Information and Networks,
{SIN} 2021, Edinburgh, United Kingdom, December 15-17, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SIN54109.2021.9699288},
doi = {10.1109/SIN54109.2021.9699288},
timestamp = {Wed, 23 Feb 2022 18:55:51 +0100},
biburl = {https://dblp.org/rec/conf/sin/AydinB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartnets/RehmanI21,
author = {Faqeer ur Rehman and
Clemente Izurieta},
title = {A Hybridized Approach for Testing Neural Network Based Intrusion Detection
Systems},
booktitle = {International Conference on Smart Applications, Communications and
Networking, SmartNets 2021, Glasgow, United Kingdom, September 22-24,
2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SmartNets50376.2021.9555416},
doi = {10.1109/SMARTNETS50376.2021.9555416},
timestamp = {Thu, 14 Oct 2021 16:38:35 +0200},
biburl = {https://dblp.org/rec/conf/smartnets/RehmanI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/snpd/YahyaouiLAA21,
author = {Aymen Yahyaoui and
Haithem Lakhdhar and
Takoua Abdellatif and
Rabah Attia},
title = {Machine learning based network intrusion detection for data streaming
IoT applications},
booktitle = {21st {ACIS} International Winter Conference on Software Engineering,
Artificial Intelligence, Networking and Parallel/Distributed Computing,
{SNPD} Winter 2021, Ho Chi Minh City, Vietnam, January 28-30, 2021},
pages = {51--56},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SNPDWinter52325.2021.00019},
doi = {10.1109/SNPDWINTER52325.2021.00019},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/snpd/YahyaouiLAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/somet/DuyKHTHHP21,
author = {Phan The Duy and
Nghi Hoang Khoa and
Hoang Hiep and
Nguyen Ba Tuan and
Hien Do Hoang and
Do Thi Thu Hien and
Van{-}Hau Pham},
editor = {Hamido Fujita and
H{\'{e}}ctor P{\'{e}}rez{-}Meana},
title = {A Deep Transfer Learning Approach for Flow-Based Intrusion Detection
in SDN-Enabled Network},
booktitle = {New Trends in Intelligent Software Methodologies, Tools and Techniques
- Proceedings of the 20th International Conference on New Trends in
Intelligent Software Methodologies, Tools and Techniques, SoMeT 202,
Cancun, Mexico, 21-23 September, 2021},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {337},
pages = {327--339},
publisher = {{IOS} Press},
year = {2021},
url = {https://doi.org/10.3233/FAIA210031},
doi = {10.3233/FAIA210031},
timestamp = {Fri, 24 Sep 2021 11:30:21 +0200},
biburl = {https://dblp.org/rec/conf/somet/DuyKHTHHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/IannucciAAACB21,
author = {Stefano Iannucci and
Jesse Ables and
William Anderson and
Bhuvanesh Abburi and
Valeria Cardellini and
Ioana Banicescu},
title = {A Performance-Oriented Comparison of Neural Network Approaches for
Anomaly-based Intrusion Detection},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9660100},
doi = {10.1109/SSCI50451.2021.9660100},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/IannucciAAACB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/HsiehS21,
author = {Chia{-}Fen Hsieh and
Che{-}Min Su},
title = {{MLNN:} {A} Novel Network Intrusion Detection Based on Multilayer
Neural Network},
booktitle = {2021 International Conference on Technologies and Applications of
Artificial Intelligence, {TAAI} 2021, Taichung, Taiwan, November 18-20,
2021},
pages = {43--48},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/TAAI54685.2021.00017},
doi = {10.1109/TAAI54685.2021.00017},
timestamp = {Wed, 08 Jun 2022 16:30:07 +0200},
biburl = {https://dblp.org/rec/conf/taai/HsiehS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/LiWWS21,
author = {Zeyi Li and
Yun Wang and
Pan Wang and
Haorui Su},
title = {{PGAN:} {A} Generative Adversarial Network based Anomaly Detection
Method for Network Intrusion Detection System},
booktitle = {20th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2021, Shenyang, China, October
20-22, 2021},
pages = {734--741},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/TrustCom53373.2021.00107},
doi = {10.1109/TRUSTCOM53373.2021.00107},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/LiWWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ubisec/LinWLL21,
author = {Jiaying Lin and
Yehua Wei and
Wenjia Li and
Jing Long},
editor = {Guojun Wang and
Kim{-}Kwang Raymond Choo and
Ryan K. L. Ko and
Yang Xu and
Bruno Crispo},
title = {Intrusion Detection System Based on Deep Neural Network and Incremental
Learning for In-Vehicle {CAN} Networks},
booktitle = {Ubiquitous Security - First International Conference, UbiSec 2021,
Guangzhou, China, December 28-31, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1557},
pages = {255--267},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-19-0468-4\_19},
doi = {10.1007/978-981-19-0468-4\_19},
timestamp = {Wed, 25 May 2022 10:56:01 +0200},
biburl = {https://dblp.org/rec/conf/ubisec/LinWLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uemcom/AlfardusR21,
author = {Asma Alfardus and
Danda B. Rawat},
title = {Intrusion Detection System for {CAN} Bus In-Vehicle Network based
on Machine Learning Algorithms},
booktitle = {12th {IEEE} Annual Ubiquitous Computing, Electronics {\&} Mobile
Communication Conference, {UEMCON} 2021, New York, NY, USA, December
1-4, 2021},
pages = {944--949},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/UEMCON53757.2021.9666745},
doi = {10.1109/UEMCON53757.2021.9666745},
timestamp = {Tue, 18 Jan 2022 17:38:45 +0100},
biburl = {https://dblp.org/rec/conf/uemcom/AlfardusR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcnc/ZhaoLXOG21,
author = {Ruijie Zhao and
Zhaojie Li and
Zhi Xue and
Tomoaki Ohtsuki and
Guan Gui},
title = {A Novel Approach based on Lightweight Deep Neural Network for Network
Intrusion Detection},
booktitle = {{IEEE} Wireless Communications and Networking Conference, {WCNC} 2021,
Nanjing, China, March 29 - April 1, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WCNC49053.2021.9417568},
doi = {10.1109/WCNC49053.2021.9417568},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcnc/ZhaoLXOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wf-iot/AzumahEAZL21,
author = {Sylvia Worlali Azumah and
Nelly Elsayed and
Victor Adewopo and
Zaghloul Saad Zaghloul and
Chengcheng Li},
title = {A Deep {LSTM} based Approach for Intrusion Detection IoT Devices Network
in Smart Home},
booktitle = {7th {IEEE} World Forum on Internet of Things, WF-IoT 2021, New Orleans,
LA, USA, June 14 - July 31, 2021},
pages = {836--841},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WF-IoT51360.2021.9596033},
doi = {10.1109/WF-IOT51360.2021.9596033},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wf-iot/AzumahEAZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wisa/MoggEK21,
author = {Raymond Mogg and
Simon Yusuf Enoch and
Dong Seong Kim},
editor = {Hyoungshick Kim},
title = {A Framework for Generating Evasion Attacks for Machine Learning Based
Network Intrusion Detection Systems},
booktitle = {Information Security Applications - 22nd International Conference,
{WISA} 2021, Jeju Island, South Korea, August 11-13, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13009},
pages = {51--63},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89432-0\_5},
doi = {10.1007/978-3-030-89432-0\_5},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wisa/MoggEK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03546,
author = {Seonghoon Jeong and
Boosun Jeon and
Boheung Chung and
Huy Kang Kim},
title = {Convolutional Neural Network-based Intrusion Detection System for
{AVTP} Streams in Automotive Ethernet-based Networks},
journal = {CoRR},
volume = {abs/2102.03546},
year = {2021},
url = {https://arxiv.org/abs/2102.03546},
eprinttype = {arXiv},
eprint = {2102.03546},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16329,
author = {Wai Weng Lo and
Siamak Layeghy and
Mohanad Sarhan and
Marcus Gallagher and
Marius Portmann},
title = {E-GraphSAGE: {A} Graph Neural Network based Intrusion Detection System},
journal = {CoRR},
volume = {abs/2103.16329},
year = {2021},
url = {https://arxiv.org/abs/2103.16329},
eprinttype = {arXiv},
eprint = {2103.16329},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16930,
author = {Emrah Tufan and
Cihangir Tezcan and
Cengiz Acart{\"{u}}rk},
title = {Anomaly-Based Intrusion Detection by Machine Learning: {A} Case Study
on Probing Attacks to an Institutional Network},
journal = {CoRR},
volume = {abs/2103.16930},
year = {2021},
url = {https://arxiv.org/abs/2103.16930},
eprinttype = {arXiv},
eprint = {2103.16930},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07183,
author = {Mohanad Sarhan and
Siamak Layeghy and
Marius Portmann},
title = {An Explainable Machine Learning-based Network Intrusion Detection
System for Enabling Generalisability in Securing IoT Networks},
journal = {CoRR},
volume = {abs/2104.07183},
year = {2021},
url = {https://arxiv.org/abs/2104.07183},
eprinttype = {arXiv},
eprint = {2104.07183},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10015,
author = {Muhammad Almas Khan and
Muazzam Ali Khan and
Shahid Latif and
Awais Aziz Shah and
Mujeeb Ur Rehman and
Wadii Boulila and
Maha Driss and
Jawad Ahmad},
title = {Voting Classifier-based Intrusion Detection for IoT Networks},
journal = {CoRR},
volume = {abs/2104.10015},
year = {2021},
url = {https://arxiv.org/abs/2104.10015},
eprinttype = {arXiv},
eprint = {2104.10015},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06765,
author = {Stanislav Abaimov},
title = {Towards a Privacy-preserving Deep Learning-based Network Intrusion
Detection in Data Distribution Services},
journal = {CoRR},
volume = {abs/2106.06765},
year = {2021},
url = {https://arxiv.org/abs/2106.06765},
eprinttype = {arXiv},
eprint = {2106.06765},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02362,
author = {Jyoti Fakirah and
Lauhim Mahfuz Zishan and
Roshni Mooruth and
Michael N. Johnstone and
Wencheng Yang},
title = {A Low-Cost Machine Learning Based Network Intrusion Detection System
with Data Privacy Preservation},
journal = {CoRR},
volume = {abs/2107.02362},
year = {2021},
url = {https://arxiv.org/abs/2107.02362},
eprinttype = {arXiv},
eprint = {2107.02362},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02753,
author = {Jos{\'{e}} Carneiro and
Nuno Oliveira and
Norberto Sousa and
Eva Maia and
Isabel Pra{\c{c}}a},
title = {Machine Learning for Network-based Intrusion Detection Systems: an
Analysis of the {CIDDS-001} Dataset},
journal = {CoRR},
volume = {abs/2107.02753},
year = {2021},
url = {https://arxiv.org/abs/2107.02753},
eprinttype = {arXiv},
eprint = {2107.02753},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02992,
author = {Dai Li and
Kaiyuan Yang},
title = {A Dual-Port 8-T CAM-Based Network Intrusion Detection Engine for IoT},
journal = {CoRR},
volume = {abs/2107.02992},
year = {2021},
url = {https://arxiv.org/abs/2107.02992},
eprinttype = {arXiv},
eprint = {2107.02992},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05172,
author = {Sk. Tanzir Mehedi and
Adnan Anwar and
Ziaur Rahman and
Kawsar Ahmed},
title = {Deep Transfer Learning Based Intrusion Detection System for Electric
Vehicular Networks},
journal = {CoRR},
volume = {abs/2107.05172},
year = {2021},
url = {https://arxiv.org/abs/2107.05172},
eprinttype = {arXiv},
eprint = {2107.05172},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08262,
author = {Natasha Alkhatib and
Hadi Ghauch and
Jean{-}Luc Danger},
title = {{SOME/IP} Intrusion Detection using Deep Learning-based Sequential
Models in Automotive Ethernet Networks},
journal = {CoRR},
volume = {abs/2108.08262},
year = {2021},
url = {https://arxiv.org/abs/2108.08262},
eprinttype = {arXiv},
eprint = {2108.08262},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12722,
author = {Mohanad Sarhan and
Siamak Layeghy and
Nour Moustafa and
Marcus Gallagher and
Marius Portmann},
title = {Feature Extraction for Machine Learning-based Intrusion Detection
in IoT Networks},
journal = {CoRR},
volume = {abs/2108.12722},
year = {2021},
url = {https://arxiv.org/abs/2108.12722},
eprinttype = {arXiv},
eprint = {2108.12722},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11224,
author = {Manuela M. C. de Souza and
Camila F. T. Pontes and
Jo{\~{a}}o J. C. Gondim and
Lu{\'{\i}}s Paulo F. Garcia and
Luiz A. DaSilva and
Marcelo Antonio Marotta},
title = {An Anomaly-based Multi-class Classifier for Network Intrusion Detection},
journal = {CoRR},
volume = {abs/2109.11224},
year = {2021},
url = {https://arxiv.org/abs/2109.11224},
eprinttype = {arXiv},
eprint = {2109.11224},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02791,
author = {Mohanad Sarhan and
Siamak Layeghy and
Nour Moustafa and
Marius Portmann},
title = {A Cyber Threat Intelligence Sharing Scheme based on Federated Learning
for Network Intrusion Detection},
journal = {CoRR},
volume = {abs/2111.02791},
year = {2021},
url = {https://arxiv.org/abs/2111.02791},
eprinttype = {arXiv},
eprint = {2111.02791},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13978,
author = {Hooman Alavizadeh and
Julian Jang{-}Jaccard and
Hootan Alavizadeh},
title = {Deep Q-Learning based Reinforcement Learning Approach for Network
Intrusion Detection},
journal = {CoRR},
volume = {abs/2111.13978},
year = {2021},
url = {https://arxiv.org/abs/2111.13978},
eprinttype = {arXiv},
eprint = {2111.13978},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/LuLZL21,
title = {Intrusion Detection Method Based on Adaptive Clonal Genetic Algorithm
and Backpropagation Neural Network},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {9938586:1--9938586:12},
year = {2021},
note = {Withdrawn.},
url = {https://doi.org/10.1155/2021/9938586},
doi = {10.1155/2021/9938586},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/LuLZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/WangWSWWZL21,
title = {Intrusion Detection for Industrial Control Systems Based on Open Set
Artificial Neural Network},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {4027900:1--4027900:14},
year = {2021},
note = {Withdrawn.},
url = {https://doi.org/10.1155/2021/4027900},
doi = {10.1155/2021/4027900},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/WangWSWWZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/YueWWDY21,
title = {Detecting Temporal Attacks: An Intrusion Detection System for Train
Communication Ethernet Based on Dynamic Temporal Convolutional Network},
journal = {Secur. Commun. Networks},
volume = {2021},
pages = {3913515:1--3913515:21},
year = {2021},
note = {Withdrawn.},
url = {https://doi.org/10.1155/2021/3913515},
doi = {10.1155/2021/3913515},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/YueWWDY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Labonne20,
author = {Maxime Labonne},
title = {Anomaly-based network intrusion detection using machine learning.
(D{\'{e}}tection d'intrusion r{\'{e}}seau par anomalies
avec apprentissage automatique)},
school = {Polytechnic Institute of Paris, France},
year = {2020},
url = {https://tel.archives-ouvertes.fr/tel-02988296},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Labonne20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChenLLFCP20,
author = {Zhuo Chen and
Na Lv and
Pengfei Liu and
Yu Fang and
Kun Chen and
Wu Pan},
title = {Intrusion Detection for Wireless Edge Networks Based on Federated
Learning},
journal = {{IEEE} Access},
volume = {8},
pages = {217463--217472},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3041793},
doi = {10.1109/ACCESS.2020.3041793},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ChenLLFCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuWQLY20,
author = {Zhiquan Hu and
Liejun Wang and
Lei Qi and
Yongming Li and
Wenzhong Yang},
title = {A Novel Wireless Network Intrusion Detection Method Based on Adaptive
Synthetic Sampling and an Improved Convolutional Neural Network},
journal = {{IEEE} Access},
volume = {8},
pages = {195741--195751},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3034015},
doi = {10.1109/ACCESS.2020.3034015},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HuWQLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JiangHYZ20,
author = {Hui Jiang and
Zheng He and
Gang Ye and
Huyin Zhang},
title = {Network Intrusion Detection Based on PSO-Xgboost Model},
journal = {{IEEE} Access},
volume = {8},
pages = {58392--58401},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2982418},
doi = {10.1109/ACCESS.2020.2982418},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JiangHYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MurvayG20,
author = {Pal{-}Stefan Murvay and
Bogdan Groza},
title = {{TIDAL-CAN:} Differential Timing Based Intrusion Detection and Localization
for Controller Area Network},
journal = {{IEEE} Access},
volume = {8},
pages = {68895--68912},
year = {2020},
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author = {Jesus Pacheco and
Victor H. Benitez and
Luis Carlos F{\'{e}}lix{-}Herr{\'{a}}n and
Pratik Satam},
title = {Artificial Neural Networks-Based Intrusion Detection System for Internet
of Things Fog Nodes},
journal = {{IEEE} Access},
volume = {8},
pages = {73907--73918},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2988055},
doi = {10.1109/ACCESS.2020.2988055},
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author = {Xiaofei Qu and
Lin Yang and
Kai Guo and
Meng Sun and
Linru Ma and
Tao Feng and
Shuangyin Ren and
Kechao Li and
Xin Ma},
title = {Direct Batch Growth Hierarchical Self-Organizing Mapping Based on
Statistics for Efficient Network Intrusion Detection},
journal = {{IEEE} Access},
volume = {8},
pages = {42251--42260},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2976810},
doi = {10.1109/ACCESS.2020.2976810},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/QuYGSMFRLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Slavica V. Bostjancic Rakas and
Mirjana D. Stojanovic and
Jasna D. Markovic{-}Petrovic},
title = {A Review of Research Work on Network-Based {SCADA} Intrusion Detection
Systems},
journal = {{IEEE} Access},
volume = {8},
pages = {93083--93108},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2994961},
doi = {10.1109/ACCESS.2020.2994961},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RakasSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangLYSZL20,
author = {Liqun Yang and
Jianqiang Li and
Liang Yin and
Zhonghao Sun and
Yufei Zhao and
Zhoujun Li},
title = {Real-Time Intrusion Detection in Wireless Network: {A} Deep Learning-Based
Intelligent Mechanism},
journal = {{IEEE} Access},
volume = {8},
pages = {170128--170139},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3019973},
doi = {10.1109/ACCESS.2020.3019973},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangLYSZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangZWYW20,
author = {Yanqing Yang and
Kangfeng Zheng and
Bin Wu and
Yixian Yang and
Xiujuan Wang},
title = {Network Intrusion Detection Based on Supervised Adversarial Variational
Auto-Encoder With Regularization},
journal = {{IEEE} Access},
volume = {8},
pages = {42169--42184},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2977007},
doi = {10.1109/ACCESS.2020.2977007},
timestamp = {Thu, 27 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangZWYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZavrakI20,
author = {Sultan Zavrak and
Murat Iskefiyeli},
title = {Anomaly-Based Intrusion Detection From Network Flow Features Using
Variational Autoencoder},
journal = {{IEEE} Access},
volume = {8},
pages = {108346--108358},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3001350},
doi = {10.1109/ACCESS.2020.3001350},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZavrakI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangWLSHL20,
author = {Guoling Zhang and
Xiaodan Wang and
Rui Li and
Yafei Song and
Jiaxing He and
Jie Lai},
title = {Network Intrusion Detection Based on Conditional Wasserstein Generative
Adversarial Network and Cost-Sensitive Stacked Autoencoder},
journal = {{IEEE} Access},
volume = {8},
pages = {190431--190447},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3031892},
doi = {10.1109/ACCESS.2020.3031892},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhangWLSHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/accs/GandhimathiM20,
author = {L. Gandhimathi and
G. Murugaboopathi},
title = {A Novel Hybrid Intrusion Detection Using Flow-Based Anomaly Detection
and Cross-Layer Features in Wireless Sensor Network},
journal = {Autom. Control. Comput. Sci.},
volume = {54},
number = {1},
pages = {62--69},
year = {2020},
url = {https://doi.org/10.3103/S0146411620010046},
doi = {10.3103/S0146411620010046},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/accs/GandhimathiM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/TianHLLDC20,
author = {Qiuting Tian and
Dezhi Han and
Kuan{-}Ching Li and
XingAo Liu and
Letian Duan and
Arcangelo Castiglione},
title = {An intrusion detection approach based on improved deep belief network},
journal = {Appl. Intell.},
volume = {50},
number = {10},
pages = {3162--3178},
year = {2020},
url = {https://doi.org/10.1007/s10489-020-01694-4},
doi = {10.1007/S10489-020-01694-4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/TianHLLDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccfton/LatahT20,
author = {Majd Latah and
Levent Toker},
title = {An efficient flow-based multi-level hybrid intrusion detection system
for software-defined networks},
journal = {{CCF} Trans. Netw.},
volume = {3},
number = {3-4},
pages = {261--271},
year = {2020},
url = {https://doi.org/10.1007/s42045-020-00040-z},
doi = {10.1007/S42045-020-00040-Z},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ccfton/LatahT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/AbdulqadderZZAA20,
author = {Ihsan H. Abdulqadder and
Shijie Zhou and
Deqing Zou and
Israa T. Aziz and
Syed Muhammad Abrar Akber},
title = {Multi-layered intrusion detection and prevention in the {SDN/NFV}
enabled cloud of 5G networks using AI-based defense mechanisms},
journal = {Comput. Networks},
volume = {179},
pages = {107364},
year = {2020},
url = {https://doi.org/10.1016/j.comnet.2020.107364},
doi = {10.1016/J.COMNET.2020.107364},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/AbdulqadderZZAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/SouzaWMSV20,
author = {Cristiano Antonio de Souza and
Carlos Becker Westphall and
Renato B. Machado and
Jo{\~{a}}o Bosco Mangueira Sobral and
Gustavo dos Santos Vieira},
title = {Hybrid approach to intrusion detection in fog-based IoT environments},
journal = {Comput. Networks},
volume = {180},
pages = {107417},
year = {2020},
url = {https://doi.org/10.1016/j.comnet.2020.107417},
doi = {10.1016/J.COMNET.2020.107417},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/SouzaWMSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/ZhangHWL20,
author = {Hongpo Zhang and
Lulu Huang and
Chase Q. Wu and
Zhanbo Li},
title = {An effective convolutional neural network based on {SMOTE} and Gaussian
mixture model for intrusion detection in imbalanced dataset},
journal = {Comput. Networks},
volume = {177},
pages = {107315},
year = {2020},
url = {https://doi.org/10.1016/j.comnet.2020.107315},
doi = {10.1016/J.COMNET.2020.107315},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/ZhangHWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/ZhouCJD20,
author = {Yuyang Zhou and
Guang Cheng and
Shanqing Jiang and
Mian Dai},
title = {Building an efficient intrusion detection system based on feature
selection and ensemble classifier},
journal = {Comput. Networks},
volume = {174},
pages = {107247},
year = {2020},
url = {https://doi.org/10.1016/j.comnet.2020.107247},
doi = {10.1016/J.COMNET.2020.107247},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/ZhouCJD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/ZhouHLF20,
author = {Man Zhou and
Lansheng Han and
Hongwei Lu and
Cai Fu},
title = {Distributed collaborative intrusion detection system for vehicular
Ad Hoc networks based on invariant},
journal = {Comput. Networks},
volume = {172},
pages = {107174},
year = {2020},
url = {https://doi.org/10.1016/j.comnet.2020.107174},
doi = {10.1016/J.COMNET.2020.107174},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/ZhouHLF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/XuHLJ20,
author = {Jing Xu and
Dezhi Han and
Kuan{-}Ching Li and
Hai Jiang},
title = {A K-means algorithm based on characteristics of density applied to
network intrusion detection},
journal = {Comput. Sci. Inf. Syst.},
volume = {17},
number = {2},
pages = {665--687},
year = {2020},
url = {https://doi.org/10.2298/CSIS200406014X},
doi = {10.2298/CSIS200406014X},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comsis/XuHLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/AlmianiGAR20,
author = {Muder Almiani and
Alia Abu Ghazleh and
Amer Al{-}Rahayfeh and
Abdul Razaque},
title = {Cascaded hybrid intrusion detection model based on {SOM} and {RBF}
neural networks},
journal = {Concurr. Comput. Pract. Exp.},
volume = {32},
number = {21},
year = {2020},
url = {https://doi.org/10.1002/cpe.5233},
doi = {10.1002/CPE.5233},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/AlmianiGAR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/SwamiDR20,
author = {Rochak Swami and
Mayank Dave and
Virender Ranga},
title = {Voting-based intrusion detection framework for securing software-defined
networks},
journal = {Concurr. Comput. Pract. Exp.},
volume = {32},
number = {24},
year = {2020},
url = {https://doi.org/10.1002/cpe.5927},
doi = {10.1002/CPE.5927},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/SwamiDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejwcn/LiuHX20,
author = {Hui Liu and
Gang Hao and
Bin Xing},
title = {Entropy clustering-based granular classifiers for network intrusion
detection},
journal = {{EURASIP} J. Wirel. Commun. Netw.},
volume = {2020},
number = {1},
pages = {4},
year = {2020},
url = {https://doi.org/10.1186/s13638-019-1567-1},
doi = {10.1186/S13638-019-1567-1},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejwcn/LiuHX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhouMS20,
author = {Ying Zhou and
Thomas A. Mazzuchi and
Shahram Sarkani},
title = {M-AdaBoost-A based ensemble system for network intrusion detection},
journal = {Expert Syst. Appl.},
volume = {162},
pages = {113864},
year = {2020},
url = {https://doi.org/10.1016/j.eswa.2020.113864},
doi = {10.1016/J.ESWA.2020.113864},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhouMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fi/FerragMADJ20,
author = {Mohamed Amine Ferrag and
Leandros A. Maglaras and
Ahmed Ahmim and
Makhlouf Derdour and
Helge Janicke},
title = {{RDTIDS:} Rules and Decision Tree-Based Intrusion Detection System
for Internet-of-Things Networks},
journal = {Future Internet},
volume = {12},
number = {3},
pages = {44},
year = {2020},
url = {https://doi.org/10.3390/fi12030044},
doi = {10.3390/FI12030044},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fi/FerragMADJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ifs/DongLZY20,
author = {Rui{-}Hong Dong and
Xue{-}Yong Li and
Qiu{-}Yu Zhang and
Hui Yuan},
title = {Network intrusion detection model based on multivariate correlation
analysis - long short-time memory network},
journal = {{IET} Inf. Secur.},
volume = {14},
number = {2},
pages = {166--174},
year = {2020},
url = {https://doi.org/10.1049/iet-ifs.2019.0294},
doi = {10.1049/IET-IFS.2019.0294},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-ifs/DongLZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ifs/SelvarajanSAK20,
author = {Shitharth Selvarajan and
Masood Shaik and
Sirajudeen Ameerjohn and
Sangeetha Kannan},
title = {Mining of intrusion attack in {SCADA} network using clustering and
genetically seeded flora-based optimal classification algorithm},
journal = {{IET} Inf. Secur.},
volume = {14},
number = {1},
pages = {1--11},
year = {2020},
url = {https://doi.org/10.1049/iet-ifs.2019.0011},
doi = {10.1049/IET-IFS.2019.0011},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ifs/SelvarajanSAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbm/Dai20,
author = {Zhenjun Dai},
title = {Research on network intrusion detection security based on improved
extreme learning algorithms and neural network algorithms},
journal = {Int. J. Biom.},
volume = {12},
number = {1},
pages = {56--66},
year = {2020},
url = {https://doi.org/10.1504/IJBM.2020.105623},
doi = {10.1504/IJBM.2020.105623},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbm/Dai20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/SinghVG20,
author = {Neha Singh and
Deepali Virmani and
Xiao{-}Zhi Gao},
title = {A Fuzzy Logic-Based Method to Avert Intrusions in Wireless Sensor
Networks Using {WSN-DS} Dataset},
journal = {Int. J. Comput. Intell. Appl.},
volume = {19},
number = {3},
pages = {2050018:1--2050018:18},
year = {2020},
url = {https://doi.org/10.1142/S1469026820500182},
doi = {10.1142/S1469026820500182},
timestamp = {Fri, 30 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/SinghVG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcse/LuHDT20,
author = {Xue Lu and
Dezhi Han and
Letian Duan and
Qiuting Tian},
title = {Intrusion detection of wireless sensor networks based on {IPSO} algorithm
and {BP} neural network},
journal = {Int. J. Comput. Sci. Eng.},
volume = {22},
number = {2/3},
pages = {221--232},
year = {2020},
url = {https://doi.org/10.1504/IJCSE.2020.107344},
doi = {10.1504/IJCSE.2020.107344},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcse/LuHDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijes/WangH20,
author = {Jing Wang and
Dezhi Han},
title = {Design of network intrusion detection system based on parallel {DPC}
clustering algorithm},
journal = {Int. J. Embed. Syst.},
volume = {13},
number = {3},
pages = {318--327},
year = {2020},
url = {https://doi.org/10.1504/IJES.2020.109969},
doi = {10.1504/IJES.2020.109969},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijes/WangH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/MengLYL20,
author = {Weizhi Meng and
Wenjuan Li and
Laurence T. Yang and
Peng Li},
title = {Enhancing challenge-based collaborative intrusion detection networks
against insider attacks using blockchain},
journal = {Int. J. Inf. Sec.},
volume = {19},
number = {3},
pages = {279--290},
year = {2020},
url = {https://doi.org/10.1007/s10207-019-00462-x},
doi = {10.1007/S10207-019-00462-X},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/MengLYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnc/HaoFKS20,
author = {Zhao Hao and
Yaokai Feng and
Hiroshi Koide and
Kouichi Sakurai},
title = {A Sequential Detection Method for Intrusion Detection System Based
on Artificial Neural Networks},
journal = {Int. J. Netw. Comput.},
volume = {10},
number = {2},
pages = {213--226},
year = {2020},
url = {http://www.ijnc.org/index.php/ijnc/article/view/231},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnc/HaoFKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnsec/DongYZ20,
author = {Rui{-}Hong Dong and
Hou{-}Hua Yan and
Qiu{-}Yu Zhang},
title = {An Intrusion Detection Model for Wireless Sensor Network Based on
Information Gain Ratio and Bagging Algorithm},
journal = {Int. J. Netw. Secur.},
volume = {22},
number = {2},
pages = {218--230},
year = {2020},
url = {http://ijns.jalaxy.com.tw/contents/ijns-v22-n2/ijns-2020-v22-n2-p218-230.pdf},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnsec/DongYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnvo/EzhilarasiK20,
author = {M. Ezhilarasi and
V. Krishnaveni},
title = {Robust intrusion detection system based on fuzzy {C} means clustering
scheme implemented in IoT-based wireless sensor networks},
journal = {Int. J. Netw. Virtual Organisations},
volume = {23},
number = {4},
pages = {312--326},
year = {2020},
url = {https://doi.org/10.1504/IJNVO.2020.110502},
doi = {10.1504/IJNVO.2020.110502},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnvo/EzhilarasiK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsn/SanoussiOH20,
author = {Nouhad Sanoussi and
Ghizlane Orhanou and
Said El Hajji},
title = {A game theoretic approach based on intrusion tolerant systems},
journal = {Int. J. Secur. Networks},
volume = {15},
number = {3},
pages = {175--181},
year = {2020},
url = {https://doi.org/10.1504/IJSN.2020.109698},
doi = {10.1504/IJSN.2020.109698},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsn/SanoussiOH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsn/SinghKS20,
author = {Rohit Singh and
Mala Kalra and
Shano Solanki},
title = {A hybrid approach for intrusion detection based on machine learning},
journal = {Int. J. Secur. Networks},
volume = {15},
number = {4},
pages = {233--242},
year = {2020},
url = {https://doi.org/10.1504/IJSN.2020.111128},
doi = {10.1504/IJSN.2020.111128},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsn/SinghKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwin/WangYLWT20,
author = {Xiaowei Wang and
Shoulin Yin and
Hang Li and
Jiachi Wang and
Lin Teng},
title = {A Network Intrusion Detection Method Based on Deep Multi-scale Convolutional
Neural Network},
journal = {Int. J. Wirel. Inf. Networks},
volume = {27},
number = {4},
pages = {503--517},
year = {2020},
url = {https://doi.org/10.1007/s10776-020-00495-3},
doi = {10.1007/S10776-020-00495-3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijwin/WangYLWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/WangX20,
author = {Debing Wang and
Guangyu Xu},
title = {Research on the Detection of Network Intrusion Prevention With Svm
Based Optimization Algorithm},
journal = {Informatica (Slovenia)},
volume = {44},
number = {2},
year = {2020},
url = {https://doi.org/10.31449/inf.v44i2.3195},
doi = {10.31449/INF.V44I2.3195},
timestamp = {Fri, 07 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/WangX20.bib},
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@article{DBLP:journals/information/Martindale0T20,
author = {Nathan Martindale and
Muhammad Ismail and
Douglas A. Talbert},
title = {Ensemble-Based Online Machine Learning Algorithms for Network Intrusion
Detection Systems Using Streaming Data},
journal = {Inf.},
volume = {11},
number = {6},
pages = {315},
year = {2020},
url = {https://doi.org/10.3390/info11060315},
doi = {10.3390/INFO11060315},
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@article{DBLP:journals/iotj/RaviS20a,
author = {Nagarathna Ravi and
S. Mercy Shalinie},
title = {Semisupervised-Learning-Based Security to Detect and Mitigate Intrusions
in IoT Network},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {11},
pages = {11041--11052},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2020.2993410},
doi = {10.1109/JIOT.2020.2993410},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/RaviS20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/isecure/Al-TuraikiAAAAA20,
author = {Isra Al{-}Turaiki and
Najwa Altwaijry and
Abeer Agil and
Haya Aljodhi and
Sara Alharbi and
Lina Alqassem},
title = {Anomaly-Based Network Intrusion Detection Using Bidirectional Long
Short Term Memory and Convolutional Neural Network},
journal = {{ISC} Int. J. Inf. Secur.},
volume = {12},
number = {3},
pages = {37--44},
year = {2020},
url = {https://doi.org/10.22042/isecure.2021.271076.624},
doi = {10.22042/ISECURE.2021.271076.624},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isecure/Al-TuraikiAAAAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isi/ChenCZMZ20,
author = {Fei Chen and
Rui Cheng and
Yayun Zhu and
Siwei Miao and
Liang Zhou},
title = {An Intrusion Detection Method for Enterprise Network Based on Backpropagation
Neural Network},
journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d Inf.},
volume = {25},
number = {3},
pages = {377--382},
year = {2020},
url = {https://doi.org/10.18280/isi.250313},
doi = {10.18280/ISI.250313},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isi/ChenCZMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isjgp/AyoFAAA20,
author = {Femi Emmanuel Ayo and
Sakinat Oluwabukonla Folorunso and
Adebayo Abayomi{-}Alli and
Adebola Olayinka Adekunle and
Joseph Bamidele Awotunde},
title = {Network intrusion detection based on deep learning model optimized
with rule-based hybrid feature selection},
journal = {Inf. Secur. J. {A} Glob. Perspect.},
volume = {29},
number = {6},
pages = {267--283},
year = {2020},
url = {https://doi.org/10.1080/19393555.2020.1767240},
doi = {10.1080/19393555.2020.1767240},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isjgp/AyoFAAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcm/PhamSC20,
author = {Vinh Pham and
Eunil Seo and
Tai{-}Myoung Chung},
title = {Lightweight Convolutional Neural Network Based Intrusion Detection
System},
journal = {J. Commun.},
volume = {15},
number = {11},
pages = {808--817},
year = {2020},
url = {https://doi.org/10.12720/jcm.15.11.808-817},
doi = {10.12720/JCM.15.11.808-817},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcm/PhamSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcnc/ThangP20,
author = {Vu Viet Thang and
Fedor F. Pashchenko},
title = {Corrigendum to "Multistage System-Based Machine Learning Techniques
for Intrusion Detection in WiFi Network"},
journal = {J. Comput. Networks Commun.},
volume = {2020},
pages = {6576725:1--6576725:1},
year = {2020},
url = {https://doi.org/10.1155/2020/6576725},
doi = {10.1155/2020/6576725},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcnc/ThangP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/KejiaPQTP20,
author = {Shen Kejia and
Hamid Parvin and
Sultan Noman Qasem and
Bui Anh Tuan and
Kim{-}Hung Pho},
title = {A classification model based on svm and fuzzy rough set for network
intrusion detection},
journal = {J. Intell. Fuzzy Syst.},
volume = {39},
number = {5},
pages = {6801--6817},
year = {2020},
url = {https://doi.org/10.3233/JIFS-191621},
doi = {10.3233/JIFS-191621},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/KejiaPQTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/WangCH20,
author = {Hui Wang and
Zijian Cao and
Bo Hong},
title = {A network intrusion detection system based on convolutional neural
network},
journal = {J. Intell. Fuzzy Syst.},
volume = {38},
number = {6},
pages = {7623--7637},
year = {2020},
url = {https://doi.org/10.3233/JIFS-179833},
doi = {10.3233/JIFS-179833},
timestamp = {Sun, 17 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/WangCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/WuWHZW20,
author = {Zhendong Wu and
Jingjing Wang and
Liqin Hu and
Zhang Zhang and
Han Wu},
title = {A network intrusion detection method based on semantic Re-encoding
and deep learning},
journal = {J. Netw. Comput. Appl.},
volume = {164},
pages = {102688},
year = {2020},
url = {https://doi.org/10.1016/j.jnca.2020.102688},
doi = {10.1016/J.JNCA.2020.102688},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnca/WuWHZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/Ramadan20,
author = {Rabie A. Ramadan},
title = {Efficient Intrusion Detection Algorithms for Smart Cities-Based Wireless
Sensing Technologies},
journal = {J. Sens. Actuator Networks},
volume = {9},
number = {3},
pages = {39},
year = {2020},
url = {https://doi.org/10.3390/jsan9030039},
doi = {10.3390/JSAN9030039},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsan/Ramadan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mam/SatheeshRRSDDVS20,
author = {N. Satheesh and
Rathnamma V. Mydukuri and
G. Rajeshkumar and
P. Vidya Sagar and
Pankaj Dadheech and
Sanwta Ram Dogiwal and
Priya Velayutham and
Sudhakar Sengan},
title = {Flow-based anomaly intrusion detection using machine learning model
with software defined networking for OpenFlow network},
journal = {Microprocess. Microsystems},
volume = {79},
pages = {103285},
year = {2020},
url = {https://doi.org/10.1016/j.micpro.2020.103285},
doi = {10.1016/J.MICPRO.2020.103285},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mam/SatheeshRRSDDVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/NgoPT20,
author = {Duc{-}Minh Ngo and
Cuong Pham{-}Quoc and
Tran Ngoc Thinh},
title = {Heterogeneous Hardware-based Network Intrusion Detection System with
Multiple Approaches for {SDN}},
journal = {Mob. Networks Appl.},
volume = {25},
number = {3},
pages = {1178--1192},
year = {2020},
url = {https://doi.org/10.1007/s11036-019-01437-x},
doi = {10.1007/S11036-019-01437-X},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/monet/NgoPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/RibeiroSMRSA20,
author = {Jos{\'{e}} Carlos Ribeiro and
Firooz B. Saghezchi and
Georgios Mantas and
Jonathan Rodriguez and
Simon J. Shepherd and
Raed A. Abd{-}Alhameed},
title = {An Autonomous Host-Based Intrusion Detection System for Android Mobile
Devices},
journal = {Mob. Networks Appl.},
volume = {25},
number = {1},
pages = {164--172},
year = {2020},
url = {https://doi.org/10.1007/s11036-019-01220-y},
doi = {10.1007/S11036-019-01220-Y},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/monet/RibeiroSMRSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/VillamizarMCO20,
author = {Michael Villamizar and
{\'{A}}ngel Mart{\'{\i}}nez{-}Gonz{\'{a}}lez and
Olivier Can{\'{e}}vet and
Jean{-}Marc Odobez},
title = {WatchNet++: efficient and accurate depth-based network for detecting
people attacks and intrusion},
journal = {Mach. Vis. Appl.},
volume = {31},
number = {6},
pages = {41},
year = {2020},
url = {https://doi.org/10.1007/s00138-020-01089-y},
doi = {10.1007/S00138-020-01089-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/VillamizarMCO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/DevanK20,
author = {Preethi Devan and
Neelu Khare},
title = {An efficient XGBoost-DNN-based classification model for network intrusion
detection system},
journal = {Neural Comput. Appl.},
volume = {32},
number = {16},
pages = {12499--12514},
year = {2020},
url = {https://doi.org/10.1007/s00521-020-04708-x},
doi = {10.1007/S00521-020-04708-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/DevanK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/network/ShawlyKEG20,
author = {Tawfeeq A. Shawly and
Mosab Khayat and
Ali A. Elghariani and
Arif Ghafoor},
title = {Evaluation of HMM-Based Network Intrusion Detection System for Multiple
Multi-Stage Attacks},
journal = {{IEEE} Netw.},
volume = {34},
number = {3},
pages = {240--248},
year = {2020},
url = {https://doi.org/10.1109/MNET.001.1900426},
doi = {10.1109/MNET.001.1900426},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/network/ShawlyKEG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ppna/AbdelhaqAAAATST20,
author = {Maha S. Abdelhaq and
Raed A. Alsaqour and
Abeer Algarni and
Maali Alabdulhafith and
Mahmoud A. Alawi and
Aqeel Taha and
Baraa T. Sharef and
Mustafa Tariq},
title = {Human immune-based model for intrusion detection in mobile ad hoc
networks},
journal = {Peer-to-Peer Netw. Appl.},
volume = {13},
number = {3},
pages = {1046--1068},
year = {2020},
url = {https://doi.org/10.1007/s12083-019-00862-9},
doi = {10.1007/S12083-019-00862-9},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ppna/AbdelhaqAAAATST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/CaoFC20,
author = {Xuefei Cao and
Yulong Fu and
Bo Chen},
title = {Packet-Based Intrusion Detection Using Bayesian Topic Models in Mobile
Edge Computing},
journal = {Secur. Commun. Networks},
volume = {2020},
pages = {8860418:1--8860418:12},
year = {2020},
url = {https://doi.org/10.1155/2020/8860418},
doi = {10.1155/2020/8860418},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/CaoFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/Farahani20,
author = {Gholamreza Farahani},
title = {Feature Selection Based on Cross-Correlation for the Intrusion Detection
System},
journal = {Secur. Commun. Networks},
volume = {2020},
pages = {8875404:1--8875404:17},
year = {2020},
url = {https://doi.org/10.1155/2020/8875404},
doi = {10.1155/2020/8875404},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/Farahani20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/GuNHK20,
author = {Zhiwei Gu and
Shah Nazir and
Cheng Hong and
Sulaiman Khan},
title = {Convolution Neural Network-Based Higher Accurate Intrusion Identification
System for the Network Security and Communication},
journal = {Secur. Commun. Networks},
volume = {2020},
pages = {8830903:1--8830903:10},
year = {2020},
url = {https://doi.org/10.1155/2020/8830903},
doi = {10.1155/2020/8830903},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/GuNHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/MoukafihOE20,
author = {Nabil Moukafih and
Ghizlane Orhanou and
Said Elhajji},
title = {Neural Network-Based Voting System with High Capacity and Low Computation
for Intrusion Detection in {SIEM/IDS} Systems},
journal = {Secur. Commun. Networks},
volume = {2020},
pages = {3512737:1--3512737:15},
year = {2020},
url = {https://doi.org/10.1155/2020/3512737},
doi = {10.1155/2020/3512737},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/MoukafihOE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/WangXXYZS20,
author = {Zhiyong Wang and
Shengwei Xu and
Guoai Xu and
Yongfeng Yin and
Miao Zhang and
Dawei Sun},
title = {Game Theoretical Method for Anomaly-Based Intrusion Detection},
journal = {Secur. Commun. Networks},
volume = {2020},
pages = {8824163:1--8824163:10},
year = {2020},
url = {https://doi.org/10.1155/2020/8824163},
doi = {10.1155/2020/8824163},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scn/WangXXYZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/BoniXCB20,
author = {Kenneth Rodolphe Chabi Boni and
Lizhong Xu and
Zhe Chen and
Thelma Dede Baddoo},
title = {A Security Concept Based on Scaler Distribution of a Novel Intrusion
Detection Device for Wireless Sensor Networks in a Smart Environment},
journal = {Sensors},
volume = {20},
number = {17},
pages = {4717},
year = {2020},
url = {https://doi.org/10.3390/s20174717},
doi = {10.3390/S20174717},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/BoniXCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WangLLL20,
author = {Zhidong Wang and
Yingxu Lai and
Zenghui Liu and
Jing Liu},
title = {Explaining the Attributes of a Deep Learning Based Intrusion Detection
System for Industrial Control Networks},
journal = {Sensors},
volume = {20},
number = {14},
pages = {3817},
year = {2020},
url = {https://doi.org/10.3390/s20143817},
doi = {10.3390/S20143817},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/WangLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ZhangHLM20,
author = {Wenjie Zhang and
Dezhi Han and
Kuan{-}Ching Li and
Francisco Isidro Massetto},
title = {Wireless sensor network intrusion detection system based on {MK-ELM}},
journal = {Soft Comput.},
volume = {24},
number = {16},
pages = {12361--12374},
year = {2020},
url = {https://doi.org/10.1007/s00500-020-04678-1},
doi = {10.1007/S00500-020-04678-1},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/ZhangHLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/Almomani20,
author = {Omar Almomani},
title = {A Feature Selection Model for Network Intrusion Detection System Based
on PSO, GWO, {FFA} and {GA} Algorithms},
journal = {Symmetry},
volume = {12},
number = {6},
pages = {1046},
year = {2020},
url = {https://doi.org/10.3390/sym12061046},
doi = {10.3390/SYM12061046},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/Almomani20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/MacielSF20,
author = {Lucas Andrade Maciel and
Matheus Alc{\^{a}}ntara Souza and
Henrique Cota de Freitas},
title = {Reconfigurable FPGA-Based K-Means/K-Modes Architecture for Network
Intrusion Detection},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {67-II},
number = {8},
pages = {1459--1463},
year = {2020},
url = {https://doi.org/10.1109/TCSII.2019.2939826},
doi = {10.1109/TCSII.2019.2939826},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcas/MacielSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/ZhouJZL20,
author = {Jia Zhou and
Prachi Joshi and
Haibo Zeng and
Renfa Li},
title = {BTMonitor: Bit-time-based Intrusion Detection and Attacker Identification
in Controller Area Network},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {18},
number = {6},
pages = {117:1--117:23},
year = {2020},
url = {https://doi.org/10.1145/3362034},
doi = {10.1145/3362034},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tecs/ZhouJZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/XuSD20,
author = {Congyuan Xu and
Jizhong Shen and
Xin Du},
title = {A Method of Few-Shot Network Intrusion Detection Based on Meta-Learning
Framework},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {15},
pages = {3540--3552},
year = {2020},
url = {https://doi.org/10.1109/TIFS.2020.2991876},
doi = {10.1109/TIFS.2020.2991876},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/XuSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LiangLLKZ20,
author = {Wei Liang and
Kuan{-}Ching Li and
Jing Long and
Xiaoyan Kui and
Albert Y. Zomaya},
title = {An Industrial Network Intrusion Detection Algorithm Based on Multifeature
Data Clustering Optimization Model},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {16},
number = {3},
pages = {2063--2071},
year = {2020},
url = {https://doi.org/10.1109/TII.2019.2946791},
doi = {10.1109/TII.2019.2946791},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LiangLLKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/LiangLCZ20,
author = {Junwei Liang and
Qiuzhen Lin and
Jianyong Chen and
Yingying Zhu},
title = {A Filter Model Based on Hidden Generalized Mixture Transition Distribution
Model for Intrusion Detection System in Vehicle Ad Hoc Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {21},
number = {7},
pages = {2707--2722},
year = {2020},
url = {https://doi.org/10.1109/TITS.2019.2905415},
doi = {10.1109/TITS.2019.2905415},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/LiangLCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/ZuoCDCH20,
author = {Xiaojun Zuo and
Ze Chen and
Limian Dong and
Jie Chang and
Botao Hou},
title = {Power information network intrusion detection based on data mining
algorithm},
journal = {J. Supercomput.},
volume = {76},
number = {7},
pages = {5521--5539},
year = {2020},
url = {https://doi.org/10.1007/s11227-019-02899-2},
doi = {10.1007/S11227-019-02899-2},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/ZuoCDCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/NieNWHCL20,
author = {Laisen Nie and
Zhaolong Ning and
Xiaojie Wang and
Xiping Hu and
Jun Cheng and
Yongkang Li},
title = {Data-Driven Intrusion Detection for Intelligent Internet of Vehicles:
{A} Deep Convolutional Neural Network-Based Method},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {7},
number = {4},
pages = {2219--2230},
year = {2020},
url = {https://doi.org/10.1109/TNSE.2020.2990984},
doi = {10.1109/TNSE.2020.2990984},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/NieNWHCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/MauroGL20,
author = {Mario Di Mauro and
Giovanni Galatro and
Antonio Liotta},
title = {Experimental Review of Neural-Based Approaches for Network Intrusion
Management},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {17},
number = {4},
pages = {2480--2495},
year = {2020},
url = {https://doi.org/10.1109/TNSM.2020.3024225},
doi = {10.1109/TNSM.2020.3024225},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/MauroGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/OlufowobiYZB20,
author = {Habeeb Olufowobi and
Clinton Young and
Joseph Zambreno and
Gedare Bloom},
title = {SAIDuCANT: Specification-Based Automotive Intrusion Detection Using
Controller Area Network {(CAN)} Timing},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {69},
number = {2},
pages = {1484--1494},
year = {2020},
url = {https://doi.org/10.1109/TVT.2019.2961344},
doi = {10.1109/TVT.2019.2961344},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/OlufowobiYZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/DerhabAEK20,
author = {Abdelouahid Derhab and
Arwa Aldweesh and
Ahmed Z. Emam and
Farrukh Aslam Khan},
title = {Intrusion Detection System for Internet of Things Based on Temporal
Convolution Neural Network and Efficient Feature Engineering},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2020},
pages = {6689134:1--6689134:16},
year = {2020},
url = {https://doi.org/10.1155/2020/6689134},
doi = {10.1155/2020/6689134},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wicomm/DerhabAEK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wicomm/PirozmandGSR20,
author = {Poria Pirozmand and
Mohsen Angoraj Ghafary and
Safieh Siadat and
Jiankang Ren},
title = {Intrusion Detection into Cloud-Fog-Based IoT Networks Using Game Theory},
journal = {Wirel. Commun. Mob. Comput.},
volume = {2020},
pages = {8819545:1--8819545:9},
year = {2020},
url = {https://doi.org/10.1155/2020/8819545},
doi = {10.1155/2020/8819545},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wicomm/PirozmandGSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/KrishnanJRKSTL20,
author = {R. Santhana Krishnan and
Eanoch Golden Julie and
Yesudhas Harold Robinson and
Raghvendra Kumar and
Le Hoang Son and
Tong Anh Tuan and
Hoang Viet Long},
title = {Modified zone based intrusion detection system for security enhancement
in mobile ad hoc networks},
journal = {Wirel. Networks},
volume = {26},
number = {2},
pages = {1275--1289},
year = {2020},
url = {https://doi.org/10.1007/s11276-019-02151-y},
doi = {10.1007/S11276-019-02151-Y},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/winet/KrishnanJRKSTL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/BabuR20,
author = {M. Jagadeesh Babu and
A. Raji Reddy},
title = {{SH-IDS:} Specification Heuristics Based Intrusion Detection System
for IoT Networks},
journal = {Wirel. Pers. Commun.},
volume = {112},
number = {3},
pages = {2023--2045},
year = {2020},
url = {https://doi.org/10.1007/s11277-020-07137-0},
doi = {10.1007/S11277-020-07137-0},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/BabuR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/SinhaP20,
author = {Somnath Sinha and
Aditi Paul},
title = {Neuro-Fuzzy Based Intrusion Detection System for Wireless Sensor Network},
journal = {Wirel. Pers. Commun.},
volume = {114},
number = {1},
pages = {835--851},
year = {2020},
url = {https://doi.org/10.1007/s11277-020-07395-y},
doi = {10.1007/S11277-020-07395-Y},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/SinhaP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/ProticS20,
author = {Danijela Protic and
Miomir Stankovic},
title = {A Hybrid Model for Anomaly-Based Intrusion Detection in Complex Computer
Networks},
booktitle = {21st International Arab Conference on Information Technology, {ACIT}
2020, Giza, Egypt, November 28-30, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ACIT50332.2020.9299965},
doi = {10.1109/ACIT50332.2020.9299965},
timestamp = {Tue, 26 Oct 2021 12:13:28 +0200},
biburl = {https://dblp.org/rec/conf/acit3/ProticS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atci/FengZ20,
author = {Li Feng and
Kejie Zhao},
editor = {Jemal H. Abawajy and
Kim{-}Kwang Raymond Choo and
Zheng Xu and
Mohammed Atiquzzaman},
title = {Network Intrusion Path of Power Monitoring System Based on Simulation
System},
booktitle = {2020 International Conference on Applications and Techniques in Cyber
Intelligence - Applications and Techniques in Cyber Intelligence {(ATCI}
2020), Fuyang, China, 20-22 June, 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1244},
pages = {244--249},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-53980-1\_37},
doi = {10.1007/978-3-030-53980-1\_37},
timestamp = {Tue, 05 Apr 2022 12:05:39 +0200},
biburl = {https://dblp.org/rec/conf/atci/FengZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdatasec/PiplaiCJ20,
author = {Aritran Piplai and
Sai Sree Laya Chukkapalli and
Anupam Joshi},
title = {NAttack! Adversarial Attacks to bypass a {GAN} based classifier trained
to detect Network intrusion},
booktitle = {6th {IEEE} International Conference on Big Data Security on Cloud,
{IEEE} International Conference on High Performance and Smart Computing,
and {IEEE} International Conference on Intelligent Data and Security,
BigDataSecurity/HPSC/IDS 2020, Baltimore, MD, USA, May 25-27, 2020},
pages = {49--54},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigDataSecurity-HPSC-IDS49724.2020.00020},
doi = {10.1109/BIGDATASECURITY-HPSC-IDS49724.2020.00020},
timestamp = {Wed, 14 Jul 2021 09:36:30 +0200},
biburl = {https://dblp.org/rec/conf/bigdatasec/PiplaiCJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbd/ChenKXSY20,
author = {Lin Chen and
Xiaoyun Kuang and
Aidong Xu and
Siliang Suo and
Yiwei Yang},
title = {A Novel Network Intrusion Detection System Based on {CNN}},
booktitle = {Eighth International Conference on Advanced Cloud and Big Data, {CBD}
2020, Taiyuan, China, December 5-6, 2020},
pages = {243--247},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CBD51900.2020.00051},
doi = {10.1109/CBD51900.2020.00051},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbd/ChenKXSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciat/XuY20,
author = {Xiandong Xu and
Xiang Yu},
editor = {Zhihong Tian and
Lihua Yin and
Zhaoquan Gu},
title = {A network digital works protection method based on digital watermarking
and intrusion detection},
booktitle = {{CIAT} 2020: International Conference on Cyberspace Innovation of
Advanced Technologies, Virtual Event / Guangzhou, China, December
5, 2020},
pages = {582--586},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3444370.3444631},
doi = {10.1145/3444370.3444631},
timestamp = {Thu, 21 Jan 2021 16:32:07 +0100},
biburl = {https://dblp.org/rec/conf/ciat/XuY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud2/JiYX20,
author = {Shujian Ji and
Kejiang Ye and
Cheng{-}Zhong Xu},
editor = {Qi Zhang and
Yingwei Wang and
Liang{-}Jie Zhang},
title = {A Network Intrusion Detection Approach Based on Asymmetric Convolutional
Autoencoder},
booktitle = {Cloud Computing - {CLOUD} 2020 - 13th International Conference, Held
as Part of the Services Conference Federation, {SCF} 2020, Honolulu,
HI, USA, September 18-20, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12403},
pages = {126--140},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59635-4\_9},
doi = {10.1007/978-3-030-59635-4\_9},
timestamp = {Tue, 22 Sep 2020 17:23:44 +0200},
biburl = {https://dblp.org/rec/conf/cloud2/JiYX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/HossainIOFK20,
author = {Md Delwar Hossain and
Hiroyuki Inoue and
Hideya Ochiai and
Doudou Fall and
Youki Kadobayashi},
title = {Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle
Controller Area Network Bus},
booktitle = {44th {IEEE} Annual Computers, Software, and Applications Conference,
{COMPSAC} 2020, Madrid, Spain, July 13-17, 2020},
pages = {10--17},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/COMPSAC48688.2020.00011},
doi = {10.1109/COMPSAC48688.2020.00011},
timestamp = {Fri, 29 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compsac/HossainIOFK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csia/Li20h,
author = {Sile Li},
editor = {Zheng Xu and
Reza M. Parizi and
Mohammad Hammoudeh and
Octavio Loyola{-}Gonz{\'{a}}lez},
title = {Network Intrusion Detection Model Based on Improved Convolutional
Neural Network},
booktitle = {Cyber Security Intelligence and Analytics - Proceedings of the 2020
International Conference on Cyber Security Intelligence and Analytics,
{CSIA} 2020, Haikou, China, 28-29 February 2020, Volume 1},
series = {Advances in Intelligent Systems and Computing},
volume = {1146},
pages = {18--24},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-43306-2\_3},
doi = {10.1007/978-3-030-43306-2\_3},
timestamp = {Mon, 11 Jan 2021 10:06:59 +0100},
biburl = {https://dblp.org/rec/conf/csia/Li20h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csoc/Thanh20,
author = {Cao Tien Thanh},
editor = {Radek Silhavy},
title = {A Novel Approach for Intrusion Detection Based on Deep Belief Network},
booktitle = {Artificial Intelligence and Bioinspired Computational Methods - Proceedings
of the 9th Computer Science On-line Conference 2020, Vol. 2},
series = {Advances in Intelligent Systems and Computing},
volume = {1225},
pages = {297--311},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-51971-1\_24},
doi = {10.1007/978-3-030-51971-1\_24},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csoc/Thanh20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cyberc/ZhangD20,
author = {Siyuan Zhang and
Chaoming Du},
title = {Semi-Supervised Deep Learning based Network Intrusion Detection},
booktitle = {International Conference on Cyber-Enabled Distributed Computing and
Knowledge Discovery, CyberC 2020, Chongqing, China, October 29-30,
2020},
pages = {35--40},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CyberC49757.2020.00016},
doi = {10.1109/CYBERC49757.2020.00016},
timestamp = {Tue, 02 Feb 2021 11:46:01 +0100},
biburl = {https://dblp.org/rec/conf/cyberc/ZhangD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/AhnYLHKP20,
author = {Sunwoo Ahn and
Hayoon Yi and
Younghan Lee and
Whoi Ree Ha and
Giyeol Kim and
Yunheung Paek},
title = {Hawkware: Network Intrusion Detection based on Behavior Analysis with
ANNs on an IoT Device},
booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
CA, USA, July 20-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DAC18072.2020.9218559},
doi = {10.1109/DAC18072.2020.9218559},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/AhnYLHKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/Melaragno20,
author = {Anthony Melaragno},
title = {Would an Object Representation Invariant Provide Sufficient State
Based Knowledge to Adapt Network Intrusion Detection System Rules
With Minimal Impact to System Resources?},
booktitle = {{IEEE} Intl Conf on Dependable, Autonomic and Secure Computing, Intl
Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and
Big Data Computing, Intl Conf on Cyber Science and Technology Congress,
DASC/PiCom/CBDCom/CyberSciTech 2020, Calgary, AB, Canada, August 17-22,
2020},
pages = {556--561},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DASC-PICom-CBDCom-CyberSciTech49142.2020.00099},
doi = {10.1109/DASC-PICOM-CBDCOM-CYBERSCITECH49142.2020.00099},
timestamp = {Fri, 20 Nov 2020 11:30:51 +0100},
biburl = {https://dblp.org/rec/conf/dasc/Melaragno20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ShahCMC20,
author = {Ajay Shah and
Sophine Clachar and
Manfred Minimair and
Davis Cook},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Building Multiclass Classification Baselines for Anomaly-based Network
Intrusion Detection Systems},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {759--760},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00102},
doi = {10.1109/DSAA49011.2020.00102},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/ShahCMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ebimcs/PanX20,
author = {Leilei Pan and
Xiaolan Xie},
title = {Network Intrusion Detection Model Based on {PCA} + {ADASYN} and XGBoost},
booktitle = {{EBIMCS} 2020: 3rd International Conference on E-Business, Information
Management and Computer Science, Wuhan, China, December, 2020},
pages = {44--48},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3453187.3453311},
doi = {10.1145/3453187.3453311},
timestamp = {Thu, 15 Feb 2024 13:36:17 +0100},
biburl = {https://dblp.org/rec/conf/ebimcs/PanX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eitce/DuLZ20,
author = {Xiangtong Du and
Yongzhong Li and
Shipeng Zhang},
title = {Research on Intrusion Detection Algorithm Based on Deep Belief Networks
and Three-way Decisions},
booktitle = {{EITCE} 2020: 4th International Conference on Electronic Information
Technology and Computer Engineering, Xiamen, China, 6 November, 2020
- 8 November, 2020},
pages = {50--56},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3443467.3443728},
doi = {10.1145/3443467.3443728},
timestamp = {Fri, 04 Aug 2023 10:04:46 +0200},
biburl = {https://dblp.org/rec/conf/eitce/DuLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fnc/SerinelliCN20,
author = {Benedetto Marco Serinelli and
Anastasija Collen and
Niels Alexander Nijdam},
editor = {Elhadi M. Shakshuki and
Ansar{-}Ul{-}Haque Yasar},
title = {Training Guidance with {KDD} Cup 1999 and {NSL-KDD} Data Sets of {ANIDINR:}
Anomaly-Based Network Intrusion Detection System},
booktitle = {The 17th International Conference on Mobile Systems and Pervasive
Computing (MobiSPC 2020) / The 15th International Conference on Future
Networks and Communications {(FNC-2020)} / The 10th International
Conference on Sustainable Energy Information Technology, Leuven, Belgium,
August 9-12, 2020},
series = {Procedia Computer Science},
volume = {175},
pages = {560--565},
publisher = {Elsevier},
year = {2020},
url = {https://doi.org/10.1016/j.procs.2020.07.080},
doi = {10.1016/J.PROCS.2020.07.080},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fnc/SerinelliCN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcct/ZhangZL20,
author = {Jie Zhang and
Yong Zhang and
Kexin Li},
title = {A Network Intrusion Detection Model based on the Combination of ReliefF
and Borderline-SMOTE},
booktitle = {{HPCCT} {\&} {BDAI} 2020: 4th High Performance Computing and Cluster
Technologies Conference {\&} 3rd International Conference on Big
Data and Artificial Intelligence, Qingdao, China, July, 2020},
pages = {199--203},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3409501.3409516},
doi = {10.1145/3409501.3409516},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcct/ZhangZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibica/WadiaiMB20,
author = {Younes Wadiai and
Yousef El Mourabit and
Mohamed Baslam},
editor = {Ajith Abraham and
Hideyasu Sasaki and
Ricardo Rios and
Niketa Gandhi and
Umang Singh and
Kun Ma},
title = {Machine Learning for Intrusion Detection: Design and Implementation
of an {IDS} Based on Artificial Neural Network},
booktitle = {Innovations in Bio-Inspired Computing and Applications - Proceedings
of the 11th International Conference on Innovations in Bio-Inspired
Computing and Applications {(IBICA} 2020) held during December 16-18,
2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1372},
pages = {206--216},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-73603-3\_19},
doi = {10.1007/978-3-030-73603-3\_19},
timestamp = {Thu, 22 Feb 2024 09:42:25 +0100},
biburl = {https://dblp.org/rec/conf/ibica/WadiaiMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaiic/MeliboevAK20,
author = {Azizjon Meliboev and
Jumabek Alikhanov and
Wooseong Kim},
title = {1D {CNN} based network intrusion detection with normalization on imbalanced
data},
booktitle = {2020 International Conference on Artificial Intelligence in Information
and Communication, {ICAIIC} 2020, Fukuoka, Japan, February 19-21,
2020},
pages = {218--224},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICAIIC48513.2020.9064976},
doi = {10.1109/ICAIIC48513.2020.9064976},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaiic/MeliboevAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaiic/ParkPC20,
author = {Shin Hyuk Park and
Hyunjae Park and
Young{-}June Choi},
title = {RNN-based Prediction for Network Intrusion Detection},
booktitle = {2020 International Conference on Artificial Intelligence in Information
and Communication, {ICAIIC} 2020, Fukuoka, Japan, February 19-21,
2020},
pages = {572--574},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICAIIC48513.2020.9065249},
doi = {10.1109/ICAIIC48513.2020.9065249},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaiic/ParkPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/YanQWLC20,
author = {Yu Yan and
Lin Qi and
Jie Wang and
Yun Lin and
Lei Chen},
title = {A Network Intrusion Detection Method Based on Stacked Autoencoder
and {LSTM}},
booktitle = {2020 {IEEE} International Conference on Communications, {ICC} 2020,
Dublin, Ireland, June 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICC40277.2020.9149384},
doi = {10.1109/ICC40277.2020.9149384},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/YanQWLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/ZhangLY20,
author = {Jielun Zhang and
Fuhao Li and
Feng Ye},
title = {An Ensemble-based Network Intrusion Detection Scheme with Bayesian
Deep Learning},
booktitle = {2020 {IEEE} International Conference on Communications, {ICC} 2020,
Dublin, Ireland, June 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICC40277.2020.9149402},
doi = {10.1109/ICC40277.2020.9149402},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/ZhangLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/RaniK20,
author = {Deepa Rani and
Narottam Chand Kaushal},
title = {Supervised Machine Learning Based Network Intrusion Detection System
for Internet of Things},
booktitle = {11th International Conference on Computing, Communication and Networking
Technologies, {ICCCNT} 2020, Kharagpur, India, July 1-3, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICCCNT49239.2020.9225340},
doi = {10.1109/ICCCNT49239.2020.9225340},
timestamp = {Thu, 22 Oct 2020 13:44:41 +0200},
biburl = {https://dblp.org/rec/conf/icccnt/RaniK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/RattiSN20,
author = {Ritesh Ratti and
Sanasam Ranbir Singh and
Sukumar Nandi},
title = {Towards implementing fast and scalable Network Intrusion Detection
System using Entropy based Discretization Technique},
booktitle = {11th International Conference on Computing, Communication and Networking
Technologies, {ICCCNT} 2020, Kharagpur, India, July 1-3, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICCCNT49239.2020.9225476},
doi = {10.1109/ICCCNT49239.2020.9225476},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icccnt/RattiSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/SureshM20,
author = {Geethu M. Suresh and
Minu Lalitha Madhavu},
title = {{AI} Based Intrusion Detection System Using Self-Adaptive Energy Efficient
{BAT} Algorithm for Software Defined IoT Networks},
booktitle = {11th International Conference on Computing, Communication and Networking
Technologies, {ICCCNT} 2020, Kharagpur, India, July 1-3, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICCCNT49239.2020.9225415},
doi = {10.1109/ICCCNT49239.2020.9225415},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icccnt/SureshM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccnc/LabonneOPZ20,
author = {Maxime Labonne and
Alexis Olivereau and
Baptiste Polv{\'{e}} and
Djamal Zeghlache},
title = {Unsupervised Protocol-based Intrusion Detection for Real-world Networks},
booktitle = {International Conference on Computing, Networking and Communications,
{ICNC} 2020, Big Island, HI, USA, February 17-20, 2020},
pages = {299--303},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICNC47757.2020.9049796},
doi = {10.1109/ICNC47757.2020.9049796},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccnc/LabonneOPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsp/WangW20,
author = {Quanmin Wang and
Xuan Wei},
title = {The Detection of Network Intrusion Based on Improved Adaboost Algorithm},
booktitle = {{ICCSP} 2020: 4th International Conference on Cryptography, Security
and Privacy, Nanjing, China, January 10-12, 2020},
pages = {84--88},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377644.3377660},
doi = {10.1145/3377644.3377660},
timestamp = {Thu, 30 Apr 2020 16:20:40 +0200},
biburl = {https://dblp.org/rec/conf/iccsp/WangW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcn/HalderC020,
author = {Subir Halder and
Mauro Conti and
Sajal K. Das},
editor = {Nandini Mukherjee and
Sriram V. Pemmaraju},
title = {{COIDS:} {A} Clock Offset Based Intrusion Detection System for Controller
Area Networks},
booktitle = {{ICDCN} 2020: 21st International Conference on Distributed Computing
and Networking, Kolkata, India, January 4-7, 2020},
pages = {22:1--22:10},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3369740.3369787},
doi = {10.1145/3369740.3369787},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdcn/HalderC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciot3/AlsaadiHTA20,
author = {Hajar Saif Alsaadi and
Rachid Hedjam and
Abderezak Touzene and
Abdelhamid Abdessalem},
title = {Fast Binary Network Intrusion Detection based on Matched Filter Optimization},
booktitle = {{IEEE} International Conference on Informatics, IoT, and Enabling
Technologies, ICIoT 2020, Doha, Qatar, February 2-5, 2020},
pages = {195--199},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIoT48696.2020.9089659},
doi = {10.1109/ICIOT48696.2020.9089659},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciot3/AlsaadiHTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icissp/TeradoH20,
author = {Ryosuke Terado and
Morihiro Hayashida},
editor = {Steven Furnell and
Paolo Mori and
Edgar R. Weippl and
Olivier Camp},
title = {Improving Accuracy and Speed of Network-based Intrusion Detection
using Gradient Boosting Trees},
booktitle = {Proceedings of the 6th International Conference on Information Systems
Security and Privacy, {ICISSP} 2020, Valletta, Malta, February 25-27,
2020},
pages = {490--497},
publisher = {{SCITEPRESS}},
year = {2020},
url = {https://doi.org/10.5220/0008963504900497},
doi = {10.5220/0008963504900497},
timestamp = {Tue, 14 Apr 2020 10:48:30 +0200},
biburl = {https://dblp.org/rec/conf/icissp/TeradoH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icit2/QiaoBC20,
author = {Hanli Qiao and
Jan Olaf Blech and
Huazhou Chen},
title = {A Machine learning based intrusion detection approach for industrial
networks},
booktitle = {2020 {IEEE} International Conference on Industrial Technology, {ICIT}
2020, Buenos Aires, Argentina, February 26-28, 2020},
pages = {265--270},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICIT45562.2020.9067253},
doi = {10.1109/ICIT45562.2020.9067253},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icit2/QiaoBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlt/YangTXL20,
author = {Shuaichuang Yang and
Minsheng Tan and
Shiying Xia and
Fangju Liu},
title = {A method of intrusion detection based on Attention-LSTM neural network},
booktitle = {{ICMLT} 2020: 5th International Conference on Machine Learning Technologies,
Beijing, China, June, 2020},
pages = {46--50},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3409073.3409096},
doi = {10.1145/3409073.3409096},
timestamp = {Thu, 22 Feb 2024 13:30:59 +0100},
biburl = {https://dblp.org/rec/conf/icmlt/YangTXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icons2/AlamYST20,
author = {Md. Shahanur Alam and
Chris Yakopcic and
Guru Subramanyam and
Tarek M. Taha},
editor = {Thomas E. Potok and
Catherine D. Schuman},
title = {Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot
Online Learning and Network Intrusion Detection},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems,
{ICONS} 2020, Oak Ridge, Tennessee, USA, July, 2020},
pages = {25:1--25:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3407197.3407608},
doi = {10.1145/3407197.3407608},
timestamp = {Wed, 05 Aug 2020 15:04:08 +0200},
biburl = {https://dblp.org/rec/conf/icons2/AlamYST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictc/LeePL20,
author = {Joohwa Lee and
Ju{-}Geon Pak and
Myungsuk Lee},
title = {Network Intrusion Detection System using Feature Extraction based
on Deep Sparse Autoencoder},
booktitle = {International Conference on Information and Communication Technology
Convergence, {ICTC} 2020, Jeju Island, Korea (South), October 21-23,
2020},
pages = {1282--1287},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICTC49870.2020.9289253},
doi = {10.1109/ICTC49870.2020.9289253},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictc/LeePL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idaacssws/BelejKSVA20,
author = {Olexander Belej and
Mikolaj P. Karpinski and
Aigul Shaikhanova and
Olga Veselska and
Azamat Azatov},
title = {Development of Intrusion Monitoring System in Wireless Sensor Networks
Based on Neural Networks},
booktitle = {2020 {IEEE} 5th International Symposium on Smart and Wireless Systems
within the Conferences on Intelligent Data Acquisition and Advanced
Computing Systems (IDAACS-SWS), Dortmund, Germany, September 17-18,
2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IDAACS-SWS50031.2020.9297080},
doi = {10.1109/IDAACS-SWS50031.2020.9297080},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/idaacssws/BelejKSVA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/RohLSHKP20,
author = {Jae{-}hee Roh and
Seok{-}Ki Lee and
Choul{-}Woong Son and
Cheonghwan Hwang and
Jiwoong Kang and
Jaehyun Park},
title = {Cyber Security System with FPGA-based Network Intrusion Detector for
Nuclear Power Plant},
booktitle = {The 46th Annual Conference of the {IEEE} Industrial Electronics Society,
{IECON} 2020, Singapore, October 18-21, 2020},
pages = {2121--2125},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IECON43393.2020.9255158},
doi = {10.1109/IECON43393.2020.9255158},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iecon/RohLSHKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LeiLCLLK20,
author = {Mingjian Lei and
Xiaoyong Li and
Binsi Cai and
Yunfeng Li and
Limengwei Liu and
Wenping Kong},
title = {{P-DNN:} An Effective Intrusion Detection Method based on Pruning
Deep Neural Network},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--9},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206805},
doi = {10.1109/IJCNN48605.2020.9206805},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LeiLCLLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cs/GongLYF20,
author = {Yiguang Gong and
Yunping Liu and
Chuanyang Yin and
Zhiyong Fan},
editor = {Xiaofeng Chen and
Hongyang Yan and
Qiben Yan and
Xiangliang Zhang},
title = {A Two-Phase Cycle Algorithm Based on Multi-objective Genetic Algorithm
and Modified {BP} Neural Network for Effective Cyber Intrusion Detection},
booktitle = {Machine Learning for Cyber Security - Third International Conference,
{ML4CS} 2020, Guangzhou, China, October 8-10, 2020, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {12486},
pages = {73--88},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62223-7\_7},
doi = {10.1007/978-3-030-62223-7\_7},
timestamp = {Wed, 11 Nov 2020 16:33:52 +0100},
biburl = {https://dblp.org/rec/conf/ml4cs/GongLYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mswim/MinawiWAE20,
author = {Omar Minawi and
Jason Whelan and
Abdulaziz Almehmadi and
Khalil El{-}Khatib},
editor = {Mirela Sechi Moretti Annoni Notare and
Peng Sun},
title = {Machine Learning-Based Intrusion Detection System for Controller Area
Networks},
booktitle = {DIVANet '20: Proceedings of the 10th {ACM} Symposium on Design and
Analysis of Intelligent Vehicular Networks and Applications, Alicante,
Spain, November 16-20, 2020},
pages = {41--47},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3416014.3424581},
doi = {10.1145/3416014.3424581},
timestamp = {Thu, 26 Nov 2020 17:57:37 +0100},
biburl = {https://dblp.org/rec/conf/mswim/MinawiWAE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nss/LiTW20,
author = {Wenjuan Li and
Jiao Tan and
Yu Wang},
editor = {Miroslaw Kutylowski and
Jun Zhang and
Chao Chen},
title = {A Framework of Blockchain-Based Collaborative Intrusion Detection
in Software Defined Networking},
booktitle = {Network and System Security - 14th International Conference, {NSS}
2020, Melbourne, VIC, Australia, November 25-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12570},
pages = {261--276},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65745-1\_15},
doi = {10.1007/978-3-030-65745-1\_15},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nss/LiTW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsyss/AzminI20,
author = {Shuhana Azmin and
A. B. M. Alim Al Islam},
title = {Network Intrusion Detection System based on Conditional Variational
Laplace AutoEncoder},
booktitle = {7th NSysS 2020: 7th International Conference on Networking, Systems
and Security, Dhaka, Bangladesh, 22-24 December, 2020},
pages = {82--88},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3428363.3428371},
doi = {10.1145/3428363.3428371},
timestamp = {Thu, 21 Jan 2021 17:31:27 +0100},
biburl = {https://dblp.org/rec/conf/nsyss/AzminI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/TariqLW20,
author = {Shahroz Tariq and
Sangyup Lee and
Simon S. Woo},
editor = {Chih{-}Cheng Hung and
Tom{\'{a}}s Cern{\'{y}} and
Dongwan Shin and
Alessio Bechini},
title = {CANTransfer: transfer learning based intrusion detection on a controller
area network using convolutional {LSTM} network},
booktitle = {{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {1048--1055},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3341105.3373868},
doi = {10.1145/3341105.3373868},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/TariqLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrc/DAndradaAC20,
author = {Lu{\'{\i}}s Felipe Prado D'Andrada and
Paulo Freitas de Araujo{-}Filho and
Divanilson R. Campelo},
editor = {Marcelo Gon{\c{c}}alves Rubinstein and
Anelise Munaretto},
title = {A Real-time Anomaly-based Intrusion Detection System for Automotive
Controller Area Networks},
booktitle = {{XXXVIII} Brazilian Symposium on Computer Networks and Distributed
Systems, {SBRC} 2020, Rio de Janeiro, Brazil (virtual), December 7-10,
2020},
pages = {658--671},
year = {2020},
url = {https://doi.org/10.5753/sbrc.2020.12316},
doi = {10.5753/SBRC.2020.12316},
timestamp = {Tue, 18 Jan 2022 09:24:51 +0100},
biburl = {https://dblp.org/rec/conf/sbrc/DAndradaAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcloud/CocorosSSC20,
author = {Peter Cocoros and
Matthew Sobocinski and
Kyle Steiger and
Joel Coffman},
title = {Evaluating Techniques for Practical Cloud-based Network Intrusion
Detection},
booktitle = {{IEEE} International Conference on Smart Cloud, SmartCloud 2020, Washington,
DC, USA, November 6-8, 2020},
pages = {62--67},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SmartCloud49737.2020.00020},
doi = {10.1109/SMARTCLOUD49737.2020.00020},
timestamp = {Thu, 03 Dec 2020 12:50:24 +0100},
biburl = {https://dblp.org/rec/conf/smartcloud/CocorosSSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaccs/Liu20,
author = {Ze Liu},
editor = {Guojun Wang and
Bing Chen and
Wei Li and
Roberto Di Pietro and
Xuefeng Yan and
Hao Han},
title = {Reinforcement-Learning Based Network Intrusion Detection with Human
Interaction in the Loop},
booktitle = {Security, Privacy, and Anonymity in Computation, Communication, and
Storage - 13th International Conference, SpaCCS 2020, Nanjing, China,
December 18-20, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12382},
pages = {131--144},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68851-6\_9},
doi = {10.1007/978-3-030-68851-6\_9},
timestamp = {Fri, 05 Feb 2021 12:16:10 +0100},
biburl = {https://dblp.org/rec/conf/spaccs/Liu20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spde/HanCM20,
author = {Mu Han and
Pengzhou Cheng and
Shidian Ma},
editor = {Shui Yu and
Peter Mueller and
Jiangbo Qian},
title = {CVNNs-IDS: Complex-Valued Neural Network Based In-Vehicle Intrusion
Detection System},
booktitle = {Security and Privacy in Digital Economy - First International Conference,
{SPDE} 2020, Quzhou, China, October 30 - November 1, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1268},
pages = {263--277},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-981-15-9129-7\_19},
doi = {10.1007/978-981-15-9129-7\_19},
timestamp = {Sun, 12 Nov 2023 02:16:41 +0100},
biburl = {https://dblp.org/rec/conf/spde/HanCM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/svcc/SongFCP20,
author = {Chungsik Song and
Wenjun Fan and
Sang{-}Yoon Chang and
Younghee Park},
editor = {Younghee Park and
Divyesh Jadav and
Thomas H. Austin},
title = {Reconstructing Classification to Enhance Machine-Learning Based Network
Intrusion Detection by Embracing Ambiguity},
booktitle = {Silicon Valley Cybersecurity Conference - First Conference, {SVCC}
2020, San Jose, CA, USA, December 17-19, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1383},
pages = {169--187},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72725-3\_13},
doi = {10.1007/978-3-030-72725-3\_13},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/svcc/SongFCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/SchellK20,
author = {Oleg Schell and
Marcel Kneib},
editor = {Guojun Wang and
Ryan K. L. Ko and
Md. Zakirul Alam Bhuiyan and
Yi Pan},
title = {{VALID:} Voltage-Based Lightweight Intrusion Detection for the Controller
Area Network},
booktitle = {19th {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2020, Guangzhou, China,
December 29, 2020 - January 1, 2021},
pages = {225--232},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/TrustCom50675.2020.00041},
doi = {10.1109/TRUSTCOM50675.2020.00041},
timestamp = {Fri, 30 Apr 2021 12:35:40 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/SchellK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wicon/SarhanLMP20,
author = {Mohanad Sarhan and
Siamak Layeghy and
Nour Moustafa and
Marius Portmann},
editor = {Deze Zeng and
Huan Huang and
Rui Hou and
Seungmin Rho and
Naveen K. Chilamkurti},
title = {NetFlow Datasets for Machine Learning-Based Network Intrusion Detection
Systems},
booktitle = {Big Data Technologies and Applications - 10th {EAI} International
Conference, {BDTA} 2020, and 13th {EAI} International Conference on
Wireless Internet, WiCON 2020, Virtual Event, December 11, 2020, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {371},
pages = {117--135},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72802-1\_9},
doi = {10.1007/978-3-030-72802-1\_9},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wicon/SarhanLMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wisec/LiuKA20,
author = {Jinxin Liu and
Burak Kantarci and
Carlisle Adams},
editor = {Ren{\'{e}} Mayrhofer and
Michael Roland},
title = {Machine learning-driven intrusion detection for Contiki-NG-based IoT
networks exposed to {NSL-KDD} dataset},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine
Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020},
pages = {25--30},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3395352.3402621},
doi = {10.1145/3395352.3402621},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wisec/LiuKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wpmc/SuLZ20,
author = {Bingying Su and
Rongpeng Li and
Honggang Zhang},
title = {Evolving Deep Convolutional Neural Network for Intrusion Detection
Based on {NEAT}},
booktitle = {23rd International Symposium on Wireless Personal Multimedia Communications,
{WPMC} 2020, Okayama, Japan, October 19-26, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WPMC50192.2020.9309451},
doi = {10.1109/WPMC50192.2020.9309451},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wpmc/SuLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/20/GullaVVK20,
author = {Kishor Kumar Gulla and
P. Viswanath and
Suresh Babu Veluru and
R. Raja Kumar},
editor = {Brij B. Gupta and
Gregorio Mart{\'{\i}}nez P{\'{e}}rez and
Dharma P. Agrawal and
Deepak Gupta},
title = {Machine Learning Based Intrusion Detection Techniques},
booktitle = {Handbook of Computer Networks and Cyber Security, Principles and Paradigms},
pages = {873--888},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-22277-2\_35},
doi = {10.1007/978-3-030-22277-2\_35},
timestamp = {Sun, 12 Nov 2023 02:22:31 +0100},
biburl = {https://dblp.org/rec/books/sp/20/GullaVVK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/BlaiseSS20,
author = {Agathe Blaise and
Sandra Scott{-}Hayward and
Stefano Secci},
editor = {Jacek Rak and
David Hutchison},
title = {Scalable and Collaborative Intrusion Detection and Prevention Systems
Based on {SDN} and {NFV}},
booktitle = {Guide to Disaster-Resilient Communication Networks},
series = {Computer Communications and Networks},
pages = {653--673},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44685-7\_26},
doi = {10.1007/978-3-030-44685-7\_26},
timestamp = {Thu, 22 Sep 2022 08:31:34 +0200},
biburl = {https://dblp.org/rec/series/ccn/BlaiseSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08527,
author = {Aritran Piplai and
Sai Sree Laya Chukkapalli and
Anupam Joshi},
title = {NAttack! Adversarial Attacks to bypass a {GAN} based classifier trained
to detect Network intrusion},
journal = {CoRR},
volume = {abs/2002.08527},
year = {2020},
url = {https://arxiv.org/abs/2002.08527},
eprinttype = {arXiv},
eprint = {2002.08527},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07405,
author = {Mubarak Albarka Umar and
Zhanfang Chen and
Yan Liu},
title = {Network Intrusion Detection Using Wrapper-based Decision Tree for
Feature Selection},
journal = {CoRR},
volume = {abs/2008.07405},
year = {2020},
url = {https://arxiv.org/abs/2008.07405},
eprinttype = {arXiv},
eprint = {2008.07405},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09011,
author = {Mario Di Mauro and
Giovanni Galatro and
Antonio Liotta},
title = {Experimental Review of Neural-based approaches for Network Intrusion
Management},
journal = {CoRR},
volume = {abs/2009.09011},
year = {2020},
url = {https://arxiv.org/abs/2009.09011},
eprinttype = {arXiv},
eprint = {2009.09011},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10940,
author = {Punam Bedi and
Neha Gupta and
Vinita Jindal},
title = {I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based
intrusion detection systems},
journal = {CoRR},
volume = {abs/2009.10940},
year = {2020},
url = {https://arxiv.org/abs/2009.10940},
eprinttype = {arXiv},
eprint = {2009.10940},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11440,
author = {Riadul Islam and
Rafi Ud Daula Refat and
Sai Manikanta Yerram and
Hafiz Malik},
title = {Graph-Based Intrusion Detection System for Controller Area Networks},
journal = {CoRR},
volume = {abs/2009.11440},
year = {2020},
url = {https://arxiv.org/abs/2009.11440},
eprinttype = {arXiv},
eprint = {2009.11440},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09144,
author = {Mohanad Sarhan and
Siamak Layeghy and
Nour Moustafa and
Marius Portmann},
title = {NetFlow Datasets for Machine Learning-based Network Intrusion Detection
Systems},
journal = {CoRR},
volume = {abs/2011.09144},
year = {2020},
url = {https://arxiv.org/abs/2011.09144},
eprinttype = {arXiv},
eprint = {2011.09144},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00476,
title = {1D {CNN} Based Network Intrusion Detection with Normalization on Imbalanced
Data},
journal = {CoRR},
volume = {abs/2003.00476},
year = {2020},
note = {Withdrawn.},
url = {https://arxiv.org/abs/2003.00476},
eprinttype = {arXiv},
eprint = {2003.00476},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HeSHZHR19,
author = {Haitao He and
Xiaobing Sun and
Hongdou He and
Guyu Zhao and
Ligang He and
Jiadong Ren},
title = {A Novel Multimodal-Sequential Approach Based on Multi-View Features
for Network Intrusion Detection},
journal = {{IEEE} Access},
volume = {7},
pages = {183207--183221},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2959131},
doi = {10.1109/ACCESS.2019.2959131},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HeSHZHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/NiaziF19,
author = {Rumaisa Aimen Niazi and
Yasir Faheem},
title = {A Bayesian Game-Theoretic Intrusion Detection System for Hypervisor-Based
Software Defined Networks in Smart Grids},
journal = {{IEEE} Access},
volume = {7},
pages = {88656--88672},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2924968},
doi = {10.1109/ACCESS.2019.2924968},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/NiaziF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WeiLZHLL19,
author = {Peng Wei and
Yufeng Li and
Zhen Zhang and
Tao Hu and
Ziyong Li and
Diyang Liu},
title = {An Optimization Method for Intrusion Detection Classification Model
Based on Deep Belief Network},
journal = {{IEEE} Access},
volume = {7},
pages = {87593--87605},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2925828},
doi = {10.1109/ACCESS.2019.2925828},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WeiLZHLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XiaoXZZ19,
author = {Yihan Xiao and
Cheng Xing and
Taining Zhang and
Zhongkai Zhao},
title = {An Intrusion Detection Model Based on Feature Reduction and Convolutional
Neural Networks},
journal = {{IEEE} Access},
volume = {7},
pages = {42210--42219},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2904620},
doi = {10.1109/ACCESS.2019.2904620},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/XiaoXZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangQY19,
author = {Hongyu Yang and
Geng Qin and
Li Ye},
title = {Combined Wireless Network Intrusion Detection Model Based on Deep
Learning},
journal = {{IEEE} Access},
volume = {7},
pages = {82624--82632},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2923814},
doi = {10.1109/ACCESS.2019.2923814},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangQY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangW19c,
author = {Hongyu Yang and
Fengyan Wang},
title = {Wireless Network Intrusion Detection Based on Improved Convolutional
Neural Network},
journal = {{IEEE} Access},
volume = {7},
pages = {64366--64374},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2917299},
doi = {10.1109/ACCESS.2019.2917299},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangW19c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangZLLZ19,
author = {Aimin Yang and
Yunxi Zhuansun and
Chenshuai Liu and
Jie Li and
Chunying Zhang},
title = {Design of Intrusion Detection System for Internet of Things Based
on Improved {BP} Neural Network},
journal = {{IEEE} Access},
volume = {7},
pages = {106043--106052},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2929919},
doi = {10.1109/ACCESS.2019.2929919},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangZLLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZengGWG19,
author = {Yi Zeng and
Huaxi Gu and
Wenting Wei and
Yantao Guo},
title = {{\textdollar}Deep-Full-Range{\textdollar} : {A} Deep Learning Based
Network Encrypted Traffic Classification and Intrusion Detection Framework},
journal = {{IEEE} Access},
volume = {7},
pages = {45182--45190},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2908225},
doi = {10.1109/ACCESS.2019.2908225},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZengGWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangCJWG19,
author = {Yong Zhang and
Xu Chen and
Lei Jin and
Xiaojuan Wang and
Da Guo},
title = {Network Intrusion Detection: Based on Deep Hierarchical Network and
Original Flow Data},
journal = {{IEEE} Access},
volume = {7},
pages = {37004--37016},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2905041},
doi = {10.1109/ACCESS.2019.2905041},
timestamp = {Sat, 07 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhangCJWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhangLW19,
author = {Ying Zhang and
Peisong Li and
Xinheng Wang},
title = {Intrusion Detection for IoT Based on Improved Genetic Algorithm and
Deep Belief Network},
journal = {{IEEE} Access},
volume = {7},
pages = {31711--31722},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2903723},
doi = {10.1109/ACCESS.2019.2903723},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhangLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ajiips/FuKHS19,
author = {Neng Fu and
Nuerbiye Kamili and
Yanhong Huang and
Jianqi Shi},
title = {A Novel Deep Intrusion Detection Model Based On a Convolutional Neural
Network},
journal = {Aust. J. Intell. Inf. Process. Syst.},
volume = {15},
number = {2},
pages = {52--59},
year = {2019},
url = {http://ajiips.com.au/papers/V15.2/v15n2\_56-63.pdf},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ajiips/FuKHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiangCZY19,
author = {Junwei Liang and
Jianyong Chen and
Yingying Zhu and
F. Richard Yu},
title = {A novel Intrusion Detection System for Vehicular Ad Hoc Networks (VANETs)
based on differences of traffic flow and position},
journal = {Appl. Soft Comput.},
volume = {75},
pages = {712--727},
year = {2019},
url = {https://doi.org/10.1016/j.asoc.2018.12.001},
doi = {10.1016/J.ASOC.2018.12.001},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/LiangCZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/ElmasryAZ19,
author = {Wisam Elmasry and
Akhan Akbulut and
Abdul Halim Zaim},
title = {Empirical study on multiclass classification-based network intrusion
detection},
journal = {Comput. Intell.},
volume = {35},
number = {4},
pages = {919--954},
year = {2019},
url = {https://doi.org/10.1111/coin.12220},
doi = {10.1111/COIN.12220},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/ElmasryAZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/SubbarayaluSK19,
author = {Venkatraman Subbarayalu and
B. Surendiran and
P. Arun Raj Kumar},
title = {Hybrid Network Intrusion Detection System for Smart Environments Based
on Internet of Things},
journal = {Comput. J.},
volume = {62},
number = {12},
pages = {1822--1839},
year = {2019},
url = {https://doi.org/10.1093/comjnl/bxz082},
doi = {10.1093/COMJNL/BXZ082},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cj/SubbarayaluSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/BalaJC19,
author = {K. Bala and
Jothi Soundaram and
A. Chandrasekar},
title = {An enhanced intrusion detection system for mobile ad-hoc network based
on traffic analysis},
journal = {Clust. Comput.},
volume = {22},
number = {6},
pages = {15205--15212},
year = {2019},
url = {https://doi.org/10.1007/s10586-018-2545-9},
doi = {10.1007/S10586-018-2545-9},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cluster/BalaJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/BharathisindhuB19,
author = {P. Bharathisindhu and
S. Selva Brunda},
title = {An improved model based on genetic algorithm for detecting intrusion
in mobile ad hoc network},
journal = {Clust. Comput.},
volume = {22},
number = {Suppl 1},
pages = {265--275},
year = {2019},
url = {https://doi.org/10.1007/s10586-018-1745-7},
doi = {10.1007/S10586-018-1745-7},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/BharathisindhuB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/ZhangSWLGC19,
author = {Kun Zhang and
Chong Shen and
Haifeng Wang and
Zhuang Li and
Qian Gao and
Xiaoyan Chen},
title = {Cluster computing data mining based on massive intrusion interference
constraints in hybrid networks},
journal = {Clust. Comput.},
volume = {22},
number = {Supplement},
pages = {7481--7489},
year = {2019},
url = {https://doi.org/10.1007/s10586-018-1780-4},
doi = {10.1007/S10586-018-1780-4},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/ZhangSWLGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/CostaPLMA19,
author = {Kelton A. P. da Costa and
Jo{\~{a}}o P. Papa and
Celso O. Lisboa and
Roberto Mu{\~{n}}oz and
Victor Hugo C. de Albuquerque},
title = {Internet of Things: {A} survey on machine learning-based intrusion
detection approaches},
journal = {Comput. Networks},
volume = {151},
pages = {147--157},
year = {2019},
url = {https://doi.org/10.1016/j.comnet.2019.01.023},
doi = {10.1016/J.COMNET.2019.01.023},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/CostaPLMA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/BK19,
author = {Selvakumar B and
K. Muneeswaran},
title = {Firefly algorithm based feature selection for network intrusion detection},
journal = {Comput. Secur.},
volume = {81},
pages = {148--155},
year = {2019},
url = {https://doi.org/10.1016/j.cose.2018.11.005},
doi = {10.1016/J.COSE.2018.11.005},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/BK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/RingWSLH19,
author = {Markus Ring and
Sarah Wunderlich and
Deniz Scheuring and
Dieter Landes and
Andreas Hotho},
title = {A survey of network-based intrusion detection data sets},
journal = {Comput. Secur.},
volume = {86},
pages = {147--167},
year = {2019},
url = {https://doi.org/10.1016/j.cose.2019.06.005},
doi = {10.1016/J.COSE.2019.06.005},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/RingWSLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computers/AzeezAMMD19,
author = {Nureni Ayofe Azeez and
Tolulope Jide Ayemobola and
Sanjay Misra and
Rytis Maskeliunas and
Robertas Damasevicius},
title = {Network Intrusion Detection with a Hashing Based Apriori Algorithm
Using Hadoop MapReduce},
journal = {Comput.},
volume = {8},
number = {4},
pages = {86},
year = {2019},
url = {https://doi.org/10.3390/computers8040086},
doi = {10.3390/COMPUTERS8040086},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computers/AzeezAMMD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/DuanHT19,
author = {Letian Duan and
Dezhi Han and
Qiuting Tian},
title = {Design of intrusion detection system based on improved ABC{\_}elite
and {BP} neural networks},
journal = {Comput. Sci. Inf. Syst.},
volume = {16},
number = {3},
pages = {773--795},
year = {2019},
url = {https://doi.org/10.2298/CSIS181001026D},
doi = {10.2298/CSIS181001026D},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/comsis/DuanHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsur/ChaabouniMZSF19,
author = {Nadia Chaabouni and
Mohamed Mosbah and
Akka Zemmari and
Cyrille Sauvignac and
Parvez Faruki},
title = {Network Intrusion Detection for IoT Security Based on Learning Techniques},
journal = {{IEEE} Commun. Surv. Tutorials},
volume = {21},
number = {3},
pages = {2671--2701},
year = {2019},
url = {https://doi.org/10.1109/COMST.2019.2896380},
doi = {10.1109/COMST.2019.2896380},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comsur/ChaabouniMZSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejwcn/LiuZ19a,
author = {Yansong Liu and
Li Zhu},
title = {A new intrusion detection and alarm correlation technology based on
neural network},
journal = {{EURASIP} J. Wirel. Commun. Netw.},
volume = {2019},
pages = {109},
year = {2019},
url = {https://doi.org/10.1186/s13638-019-1419-z},
doi = {10.1186/S13638-019-1419-Z},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejwcn/LiuZ19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/BenmessahelXCS19,
author = {Ilyas Benmessahel and
Kun Xie and
Mouna Chellal and
Thabo Semong},
title = {A new evolutionary neural networks based on intrusion detection systems
using locust swarm optimization},
journal = {Evol. Intell.},
volume = {12},
number = {2},
pages = {131--146},
year = {2019},
url = {https://doi.org/10.1007/s12065-019-00199-5},
doi = {10.1007/S12065-019-00199-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/evi/BenmessahelXCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/ViegasSBN19,
author = {Eduardo Viegas and
Altair Olivo Santin and
Alysson Bessani and
Nuno Neves},
title = {BigFlow: Real-time and reliable anomaly-based intrusion detection
for high-speed networks},
journal = {Future Gener. Comput. Syst.},
volume = {93},
pages = {473--485},
year = {2019},
url = {https://doi.org/10.1016/j.future.2018.09.051},
doi = {10.1016/J.FUTURE.2018.09.051},
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}
@article{DBLP:journals/ict-express/KanimozhiJ19,
author = {V. Kanimozhi and
T. Prem Jacob},
title = {Artificial Intelligence based Network Intrusion Detection with hyper-parameter
optimization tuning on the realistic cyber dataset {CSE-CIC-IDS2018}
using cloud computing},
journal = {{ICT} Express},
volume = {5},
number = {3},
pages = {211--214},
year = {2019},
url = {https://doi.org/10.1016/j.icte.2019.03.003},
doi = {10.1016/J.ICTE.2019.03.003},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ict-express/KanimozhiJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ifs/JiaWW19,
author = {Yang Jia and
Meng Wang and
Yagang Wang},
title = {Network intrusion detection algorithm based on deep neural network},
journal = {{IET} Inf. Secur.},
volume = {13},
number = {1},
pages = {48--53},
year = {2019},
url = {https://doi.org/10.1049/iet-ifs.2018.5258},
doi = {10.1049/IET-IFS.2018.5258},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ifs/JiaWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijaip/KukrejaDR19,
author = {Deepika Kukreja and
Sanjay K. Dhurandher and
B. V. Ramana Reddy},
title = {Securing ad hoc networks using energy efficient and distributed trust-based
intrusion detection system},
journal = {Int. J. Adv. Intell. Paradigms},
volume = {13},
number = {3/4},
pages = {430--448},
year = {2019},
url = {https://doi.org/10.1504/IJAIP.2019.101990},
doi = {10.1504/IJAIP.2019.101990},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaip/KukrejaDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/ManickamRC19,
author = {M. Manickam and
N. Ramaraj and
C. Chellappan},
title = {A combined {PFCM} and recurrent neural network-based intrusion detection
system for cloud environment},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {14},
number = {4},
pages = {504--527},
year = {2019},
url = {https://doi.org/10.1504/IJBIDM.2019.099963},
doi = {10.1504/IJBIDM.2019.099963},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/ManickamRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijccc/LinWGW19,
author = {Tao Lin and
Peng Wu and
Fengmei Gao and
Tianshu Wu},
title = {Intrusion Detection for Mobile Ad Hoc Networks Based on Node Reputation},
journal = {Int. J. Comput. Commun. Control},
volume = {14},
number = {5},
pages = {660--671},
year = {2019},
url = {https://doi.org/10.15837/ijccc.2019.5.3629},
doi = {10.15837/IJCCC.2019.5.3629},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijccc/LinWGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/MohammadiA19,
author = {Shahriar Mohammadi and
Fatemeh Amiri},
title = {An Efficient Hybrid Self-Learning Intrusion Detection System Based
on Neural Networks},
journal = {Int. J. Comput. Intell. Appl.},
volume = {18},
number = {1},
pages = {1950001:1--1950001:19},
year = {2019},
url = {https://doi.org/10.1142/S1469026819500019},
doi = {10.1142/S1469026819500019},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/MohammadiA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnds/AdhanomM19,
author = {Alemtsehay Adhanom and
Henock M. Melaku},
title = {A hybrid behavioural-based cyber intrusion detection system},
journal = {Int. J. Commun. Networks Distributed Syst.},
volume = {23},
number = {4},
pages = {473--498},
year = {2019},
url = {https://doi.org/10.1504/IJCNDS.2019.102986},
doi = {10.1504/IJCNDS.2019.102986},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcnds/AdhanomM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnis/Chiba19,
author = {Zouhair Chiba},
title = {New Anomaly Network Intrusion Detection System in Cloud Environment
Based on Optimized Back Propagation Neural Network Using Improved
Genetic Algorithm},
journal = {Int. J. Commun. Networks Inf. Secur.},
volume = {11},
number = {1},
year = {2019},
url = {http://www.ijcnis.org/index.php/ijcnis/article/view/3764},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcnis/Chiba19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnis/ChibaAMOR19,
author = {Zouhair Chiba and
Noreddine Abghour and
Khalid Moussaid and
Amina El Omri and
Mohammed Rida},
title = {Intelligent and Improved Self-Adaptive Anomaly based Intrusion Detection
System for Networks},
journal = {Int. J. Commun. Networks Inf. Secur.},
volume = {11},
number = {2},
year = {2019},
url = {http://www.ijcnis.org/index.php/ijcnis/article/view/4144},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcnis/ChibaAMOR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsn/SinghKNLK19,
author = {Parminder Singh and
Sujatha Krishnamoorthy and
Anand Nayyar and
Ashish Kumar Luhach and
Avinash Kaur},
title = {Soft-computing-based false alarm reduction for hierarchical data of
intrusion detection system},
journal = {Int. J. Distributed Sens. Networks},
volume = {15},
number = {10},
year = {2019},
url = {https://doi.org/10.1177/1550147719883132},
doi = {10.1177/1550147719883132},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsn/SinghKNLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijes/ZhouC19,
author = {Peng Zhou and
Wen{-}Kuang Chou},
title = {IBBO-LSSVM-based network anomaly intrusion detection},
journal = {Int. J. Embed. Syst.},
volume = {11},
number = {3},
pages = {352--362},
year = {2019},
url = {https://doi.org/10.1504/IJES.2019.099440},
doi = {10.1504/IJES.2019.099440},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijes/ZhouC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnm/PektasA19,
author = {Abdurrahman Pektas and
Tankut Acarman},
title = {A deep learning method to detect network intrusion through flow-based
features},
journal = {Int. J. Netw. Manag.},
volume = {29},
number = {3},
year = {2019},
url = {https://doi.org/10.1002/nem.2050},
doi = {10.1002/NEM.2050},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijnm/PektasA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnsec/He19,
author = {Yunbin He},
title = {Identification and Processing of Network Abnormal Events Based on
Network Intrusion Detection Algorithm},
journal = {Int. J. Netw. Secur.},
volume = {21},
number = {1},
pages = {153--159},
year = {2019},
url = {http://ijns.jalaxy.com.tw/contents/ijns-v21-n1/ijns-2019-v21-n1-p153-159.pdf},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnsec/He19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnsec/Zhang19,
author = {Jinming Zhang},
title = {Detection of Network Protection Security Vulnerability Intrusion Based
on Data Mining},
journal = {Int. J. Netw. Secur.},
volume = {21},
number = {6},
pages = {979--984},
year = {2019},
url = {http://ijns.jalaxy.com.tw/contents/ijns-v21-n6/ijns-2019-v21-n6-p979-984.pdf},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnsec/Zhang19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/LuLHZZ19,
author = {Jiazhong Lu and
Xiaolei Liu and
Teng Hu and
Jianwei Zhang and
Xiaosong Zhang},
title = {Network Intrusion Feature Map Node Equalization Algorithm Based on
Modified Variable Step-Size Constant Modulus},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {33},
number = {14},
pages = {1955015:1--1955015:15},
year = {2019},
url = {https://doi.org/10.1142/S0218001419550152},
doi = {10.1142/S0218001419550152},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/LuLHZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsinnov/SampathM19,
author = {Nithya Sampath and
M. Dinakaran},
title = {Flow Based Classification for Specification Based Intrusion Detection
in Software Defined Networking: FlowClassify},
journal = {Int. J. Softw. Innov.},
volume = {7},
number = {2},
pages = {1--8},
year = {2019},
url = {https://doi.org/10.4018/IJSI.2019040101},
doi = {10.4018/IJSI.2019040101},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsinnov/SampathM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwmc/Pandey19,
author = {Sushant Kumar Pandey},
title = {An anomaly detection technique-based intrusion detection system for
wireless sensor network},
journal = {Int. J. Wirel. Mob. Comput.},
volume = {17},
number = {4},
pages = {323--333},
year = {2019},
url = {https://doi.org/10.1504/IJWMC.2019.103110},
doi = {10.1504/IJWMC.2019.103110},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwmc/Pandey19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijwmc/XueTL19,
author = {Yu Xue and
Tao Tang and
Alex X. Liu},
title = {Feedforward neural network based on ensemble evolutionary algorithm
with self-adaptive strategy and parameter for intrusion detection},
journal = {Int. J. Wirel. Mob. Comput.},
volume = {17},
number = {2},
pages = {202--211},
year = {2019},
url = {https://doi.org/10.1504/IJWMC.2019.10022941},
doi = {10.1504/IJWMC.2019.10022941},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijwmc/XueTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/DeyYS19,
author = {Saurabh Dey and
Qiang Ye and
Srinivas Sampalli},
title = {A machine learning based intrusion detection scheme for data fusion
in mobile clouds involving heterogeneous client networks},
journal = {Inf. Fusion},
volume = {49},
pages = {205--215},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2019.01.002},
doi = {10.1016/J.INFFUS.2019.01.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/DeyYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/XiaoX19,
author = {Yuelei Xiao and
Xing Xiao},
title = {An Intrusion Detection System Based on a Simplified Residual Network},
journal = {Inf.},
volume = {10},
number = {11},
pages = {356},
year = {2019},
url = {https://doi.org/10.3390/info10110356},
doi = {10.3390/INFO10110356},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/XiaoX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inis/TruongTNNT19,
author = {Thu Huong Truong and
Phuong Bac Ta and
Quoc{-}Th{\^{o}}ng Nguyen and
Huu Du Nguyen and
Kim Phuc Tran},
title = {A data-driven approach for Network Intrusion Detection and Monitoring
based on Kernel Null Space},
journal = {{EAI} Endorsed Trans. Ind. Networks Intell. Syst.},
volume = {6},
number = {20},
pages = {e1},
year = {2019},
url = {https://doi.org/10.4108/eai.13-6-2019.159801},
doi = {10.4108/EAI.13-6-2019.159801},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inis/TruongTNNT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LiZLZ19,
author = {Jiaqi Li and
Zhifeng Zhao and
Rongpeng Li and
Honggang Zhang},
title = {AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks},
journal = {{IEEE} Internet Things J.},
volume = {6},
number = {2},
pages = {2093--2102},
year = {2019},
url = {https://doi.org/10.1109/JIOT.2018.2883344},
doi = {10.1109/JIOT.2018.2883344},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/LiZLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/MoustafaTC19,
author = {Nour Moustafa and
Benjamin P. Turnbull and
Kim{-}Kwang Raymond Choo},
title = {An Ensemble Intrusion Detection Technique Based on Proposed Statistical
Flow Features for Protecting Network Traffic of Internet of Things},
journal = {{IEEE} Internet Things J.},
volume = {6},
number = {3},
pages = {4815--4830},
year = {2019},
url = {https://doi.org/10.1109/JIOT.2018.2871719},
doi = {10.1109/JIOT.2018.2871719},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/MoustafaTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HanZJDX19,
author = {Lansheng Han and
Man Zhou and
Wenjing Jia and
Zakaria Dalil and
Xingbo Xu},
title = {Intrusion detection model of wireless sensor networks based on game
theory and an autoregressive model},
journal = {Inf. Sci.},
volume = {476},
pages = {491--504},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.06.017},
doi = {10.1016/J.INS.2018.06.017},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HanZJDX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/LiK19,
author = {Wenjuan Li and
Lam For Kwok},
title = {Challenge-based collaborative intrusion detection networks under passive
message fingerprint attack: {A} further analysis},
journal = {J. Inf. Secur. Appl.},
volume = {47},
pages = {1--7},
year = {2019},
url = {https://doi.org/10.1016/j.jisa.2019.03.019},
doi = {10.1016/J.JISA.2019.03.019},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/istr/LiK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itc/WangG19,
author = {Benyou Wang and
Li Gu},
title = {Detection of Network Intrusion Threat Based on the Probabilistic Neural
Network Model},
journal = {Inf. Technol. Control.},
volume = {48},
number = {4},
pages = {618--625},
year = {2019},
url = {https://doi.org/10.5755/j01.itc.48.4.24036},
doi = {10.5755/J01.ITC.48.4.24036},
timestamp = {Sun, 13 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/itc/WangG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcnc/GhugarPBS19,
author = {Umashankar Ghugar and
Jayaram Pradhan and
Sourav Kumar Bhoi and
Rashmi Ranjan Sahoo},
title = {{LB-IDS:} Securing Wireless Sensor Network Using Protocol Layer Trust-Based
Intrusion Detection System},
journal = {J. Comput. Networks Commun.},
volume = {2019},
pages = {2054298:1--2054298:13},
year = {2019},
url = {https://doi.org/10.1155/2019/2054298},
doi = {10.1155/2019/2054298},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcnc/GhugarPBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcnc/ThangP19,
author = {Vu Viet Thang and
Fedor F. Pashchenko},
title = {Multistage System-Based Machine Learning Techniques for Intrusion
Detection in WiFi Network},
journal = {J. Comput. Networks Commun.},
volume = {2019},
pages = {4708201:1--4708201:13},
year = {2019},
url = {https://doi.org/10.1155/2019/4708201},
doi = {10.1155/2019/4708201},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcnc/ThangP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/LiuZL19,
author = {Yansong Liu and
Li Zhu and
Feng Liu},
title = {Optimal design of hadoop intrusion detection system based on neural
network boosting algorithms},
journal = {J. Intell. Fuzzy Syst.},
volume = {37},
number = {5},
pages = {6127--6138},
year = {2019},
url = {https://doi.org/10.3233/JIFS-179197},
doi = {10.3233/JIFS-179197},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/LiuZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jksucis/MaziniSM19,
author = {Mehrnaz Mazini and
Babak Shirazi and
Iraj Mahdavi},
title = {Anomaly network-based intrusion detection system using a reliable
hybrid artificial bee colony and AdaBoost algorithms},
journal = {J. King Saud Univ. Comput. Inf. Sci.},
volume = {31},
number = {4},
pages = {541--553},
year = {2019},
url = {https://doi.org/10.1016/j.jksuci.2018.03.011},
doi = {10.1016/J.JKSUCI.2018.03.011},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jksucis/MaziniSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmmis/KimSC19,
author = {Jiyeon Kim and
Yulim Shin and
EunJung Choi},
title = {An Intrusion Detection Model based on a Convolutional Neural Network},
journal = {J. Multim. Inf. Syst.},
volume = {6},
number = {4},
pages = {165--172},
year = {2019},
url = {https://doi.org/10.33851/jmis.2019.6.4.165},
doi = {10.33851/JMIS.2019.6.4.165},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmmis/KimSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/js/ZhangX19,
author = {Ruirui Zhang and
Xin Xiao},
title = {Intrusion Detection in Wireless Sensor Networks with an Improved {NSA}
Based on Space Division},
journal = {J. Sensors},
volume = {2019},
pages = {5451263:1--5451263:20},
year = {2019},
url = {https://doi.org/10.1155/2019/5451263},
doi = {10.1155/2019/5451263},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/js/ZhangX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsjkx/DingWZLX19,
author = {Hongwei Ding and
Liang Wan and
Kang Zhou and
Tingyan Long and
Zhuang Xin},
title = {{\unicode{22522}}{\unicode{20110}}{\unicode{28145}}{\unicode{24230}}{\unicode{21367}}{\unicode{31215}}{\unicode{31070}}{\unicode{32463}}{\unicode{32593}}{\unicode{32476}}{\unicode{30340}}{\unicode{20837}}{\unicode{20405}}{\unicode{26816}}{\unicode{27979}}{\unicode{30740}}{\unicode{31350}}
(Study on Intrusion Detection Based on Deep Convolution Neural Network)},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {46},
number = {10},
pages = {173--179},
year = {2019},
url = {https://doi.org/10.11896/jsjkx.180801429},
doi = {10.11896/JSJKX.180801429},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsjkx/DingWZLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiangMSY19,
author = {Junwei Liang and
Maode Ma and
Muhammad Sadiq and
Kai{-}Hau Yeung},
title = {A filter model for intrusion detection system in Vehicle Ad Hoc Networks:
{A} hidden Markov methodology},
journal = {Knowl. Based Syst.},
volume = {163},
pages = {611--623},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2018.09.022},
doi = {10.1016/J.KNOSYS.2018.09.022},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiangMSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuHZMTNG19,
author = {Jinping Liu and
Jiezhou He and
Wuxia Zhang and
Tianyu Ma and
Zhaohui Tang and
Jean Paul Niyoyita and
Weihua Gui},
title = {ANID-SEoKELM: Adaptive network intrusion detection based on selective
ensemble of kernel ELMs with random features},
journal = {Knowl. Based Syst.},
volume = {177},
pages = {104--116},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.04.008},
doi = {10.1016/J.KNOSYS.2019.04.008},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiuHZMTNG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/monet/ZhouLDSWT19,
author = {Mu Zhou and
Yaoping Li and
Zhian Deng and
Yongliang Sun and
Yanmeng Wang and
Zengshan Tian},
title = {Indoor Target Intrusion Detection via Iterative Transfer Learning
Based Cognitive Sensing},
journal = {Mob. Networks Appl.},
volume = {24},
number = {6},
pages = {2002--2013},
year = {2019},
url = {https://doi.org/10.1007/s11036-019-01335-2},
doi = {10.1007/S11036-019-01335-2},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/monet/ZhouLDSWT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnc/ShangZLYZ19,
author = {Fengjun Shang and
Dan Zhou and
Cheng Li and
Han{-}Yun Yeh and
Yuting Zhao},
title = {Research on the intrusion detection model based on improved cumulative
summation and evidence theory for wireless sensor network},
journal = {Photonic Netw. Commun.},
volume = {37},
number = {2},
pages = {212--223},
year = {2019},
url = {https://doi.org/10.1007/s11107-018-0810-8},
doi = {10.1007/S11107-018-0810-8},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnc/ShangZLYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ppna/SultanaCPA19,
author = {Nasrin Sultana and
Naveen K. Chilamkurti and
Wei Peng and
Rabei Alhadad},
title = {Survey on {SDN} based network intrusion detection system using machine
learning approaches},
journal = {Peer-to-Peer Netw. Appl.},
volume = {12},
number = {2},
pages = {493--501},
year = {2019},
url = {https://doi.org/10.1007/s12083-017-0630-0},
doi = {10.1007/S12083-017-0630-0},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ppna/SultanaCPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/Albahar19,
author = {Marwan Ali Albahar},
title = {Recurrent Neural Network Model Based on a New Regularization Technique
for Real-Time Intrusion Detection in {SDN} Environments},
journal = {Secur. Commun. Networks},
volume = {2019},
pages = {8939041:1--8939041:9},
year = {2019},
url = {https://doi.org/10.1155/2019/8939041},
doi = {10.1155/2019/8939041},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/Albahar19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ChuLL19,
author = {Ankang Chu and
Yingxu Lai and
Jing Liu},
title = {Industrial Control Intrusion Detection Approach Based on Multiclassification
GoogLeNet-LSTM Model},
journal = {Secur. Commun. Networks},
volume = {2019},
pages = {6757685:1--6757685:11},
year = {2019},
url = {https://doi.org/10.1155/2019/6757685},
doi = {10.1155/2019/6757685},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/ChuLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/IraqiB19,
author = {Omar Iraqi and
Hanan El Bakkali},
title = {Application-Level Unsupervised Outlier-Based Intrusion Detection and
Prevention},
journal = {Secur. Commun. Networks},
volume = {2019},
pages = {8368473:1--8368473:13},
year = {2019},
url = {https://doi.org/10.1155/2019/8368473},
doi = {10.1155/2019/8368473},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/IraqiB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/RenGWYXJ19,
author = {Jiadong Ren and
Jiawei Guo and
Qian Wang and
Yuan Huang and
Hao Xiaobing and
Hu Jingjing},
title = {Building an Effective Intrusion Detection System by Using Hybrid Data
Optimization Based on Machine Learning Algorithms},
journal = {Secur. Commun. Networks},
volume = {2019},
pages = {7130868:1--7130868:11},
year = {2019},
url = {https://doi.org/10.1155/2019/7130868},
doi = {10.1155/2019/7130868},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/RenGWYXJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ShenZC19,
author = {Zhidong Shen and
Yuhao Zhang and
Weiying Chen},
title = {A Bayesian Classification Intrusion Detection Method Based on the
Fusion of {PCA} and {LDA}},
journal = {Secur. Commun. Networks},
volume = {2019},
pages = {6346708:1--6346708:11},
year = {2019},
url = {https://doi.org/10.1155/2019/6346708},
doi = {10.1155/2019/6346708},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/ShenZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ShenZWY19,
author = {Yanping Shen and
Kangfeng Zheng and
Chunhua Wu and
Yixian Yang},
title = {A Neighbor Prototype Selection Method Based on {CCHPSO} for Intrusion
Detection},
journal = {Secur. Commun. Networks},
volume = {2019},
pages = {1283495:1--1283495:9},
year = {2019},
url = {https://doi.org/10.1155/2019/1283495},
doi = {10.1155/2019/1283495},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/ShenZWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AlqahtaniGMI19,
author = {Mnahi Alqahtani and
Abdu Gumaei and
Hassan Mathkour and
Mohamed Maher Ben Ismail},
title = {A Genetic-Based Extreme Gradient Boosting Model for Detecting Intrusions
in Wireless Sensor Networks},
journal = {Sensors},
volume = {19},
number = {20},
pages = {4383},
year = {2019},
url = {https://doi.org/10.3390/s19204383},
doi = {10.3390/S19204383},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AlqahtaniGMI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TanSHGZSL19,
author = {Xiaopeng Tan and
Shaojing Su and
Zhiping Huang and
Xiaojun Guo and
Zhen Zuo and
Xiaoyong Sun and
Longqing Li},
title = {Wireless Sensor Networks Intrusion Detection Based on {SMOTE} and
the Random Forest Algorithm},
journal = {Sensors},
volume = {19},
number = {1},
pages = {203},
year = {2019},
url = {https://doi.org/10.3390/s19010203},
doi = {10.3390/S19010203},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/TanSHGZSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TanSZGS19,
author = {Xiaopeng Tan and
Shaojing Su and
Zhen Zuo and
Xiaojun Guo and
Xiaoyong Sun},
title = {Intrusion Detection of UAVs Based on the Deep Belief Network Optimized
by {PSO}},
journal = {Sensors},
volume = {19},
number = {24},
pages = {5529},
year = {2019},
url = {https://doi.org/10.3390/s19245529},
doi = {10.3390/S19245529},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/TanSZGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sesa/HomoliakTOBHH19,
author = {Ivan Homoliak and
Martin Teknos and
Mart{\'{\i}}n Ochoa and
Dominik Breitenbacher and
Saeid Hosseini and
Petr Han{\'{a}}cek},
title = {Improving Network Intrusion Detection Classifiers by Non-payload-Based
Exploit-Independent Obfuscations: An Adversarial Approach},
journal = {{EAI} Endorsed Trans. Security Safety},
volume = {5},
number = {17},
pages = {e4},
year = {2019},
url = {https://doi.org/10.4108/eai.10-1-2019.156245},
doi = {10.4108/EAI.10-1-2019.156245},
timestamp = {Mon, 17 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sesa/HomoliakTOBHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/KhanKK19,
author = {Muhammad Ashfaq Khan and
Md. Rezaul Karim and
Yangwoo Kim},
title = {A Scalable and Hybrid Intrusion Detection System Based on the Convolutional-LSTM
Network},
journal = {Symmetry},
volume = {11},
number = {4},
pages = {583},
year = {2019},
url = {https://doi.org/10.3390/sym11040583},
doi = {10.3390/SYM11040583},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/KhanKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/Ye19,
author = {Kai Ye},
title = {Key Feature Recognition Algorithm of Network Intrusion Signal Based
on Neural Network and Support Vector Machine},
journal = {Symmetry},
volume = {11},
number = {3},
pages = {380},
year = {2019},
url = {https://doi.org/10.3390/sym11030380},
doi = {10.3390/SYM11030380},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/Ye19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/PajouhJKDC19,
author = {Hamed Haddad Pajouh and
Reza Javidan and
Raouf Khayami and
Ali Dehghantanha and
Kim{-}Kwang Raymond Choo},
title = {A Two-Layer Dimension Reduction and Two-Tier Classification Model
for Anomaly-Based Intrusion Detection in IoT Backbone Networks},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {7},
number = {2},
pages = {314--323},
year = {2019},
url = {https://doi.org/10.1109/TETC.2016.2633228},
doi = {10.1109/TETC.2016.2633228},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetc/PajouhJKDC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/YingSCBP19,
author = {Xuhang Ying and
Sang Uk Sagong and
Andrew Clark and
Linda Bushnell and
Radha Poovendran},
title = {Shape of the Cloak: Formal Analysis of Clock Skew-Based Intrusion
Detection System in Controller Area Networks},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {14},
number = {9},
pages = {2300--2314},
year = {2019},
url = {https://doi.org/10.1109/TIFS.2019.2895957},
doi = {10.1109/TIFS.2019.2895957},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/YingSCBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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