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ORCIDBibTeX records: Asaf Shabtai
@article{DBLP:journals/csur/HablerBS24,
author = {Edan Habler and
Ron Bitton and
Asaf Shabtai},
title = {Assessing Aircraft Security: {A} Comprehensive Survey and Methodology
for Evaluation},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {4},
pages = {96:1--96:40},
year = {2024},
url = {https://doi.org/10.1145/3610772},
doi = {10.1145/3610772},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/HablerBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LavieSK24,
author = {Orel Lavie and
Asaf Shabtai and
Gilad Katz},
title = {Cost effective transfer of reinforcement learning policies},
journal = {Expert Syst. Appl.},
volume = {237},
number = {Part {A}},
pages = {121380},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121380},
doi = {10.1016/J.ESWA.2023.121380},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LavieSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GiloniGHFFES24,
author = {Amit Giloni and
Edita Grolman and
Tanja Hagemann and
Ronald Fromm and
Sebastian Fischer and
Yuval Elovici and
Asaf Shabtai},
title = {{BENN:} Bias Estimation Using a Deep Neural Network},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {1},
pages = {117--131},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3172365},
doi = {10.1109/TNNLS.2022.3172365},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GiloniGHFFES24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09075,
author = {Sagiv Antebi and
Noam Azulay and
Edan Habler and
Ben Ganon and
Asaf Shabtai and
Yuval Elovici},
title = {{GPT} in Sheep's Clothing: The Risk of Customized GPTs},
journal = {CoRR},
volume = {abs/2401.09075},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09075},
doi = {10.48550/ARXIV.2401.09075},
eprinttype = {arXiv},
eprint = {2401.09075},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02554,
author = {Oryan Yehezkel and
Alon Zolfi and
Amit Baras and
Yuval Elovici and
Asaf Shabtai},
title = {DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
in Vision Transformers},
journal = {CoRR},
volume = {abs/2402.02554},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02554},
doi = {10.48550/ARXIV.2402.02554},
eprinttype = {arXiv},
eprint = {2402.02554},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08309,
author = {Daniel Nahmias and
Gal Engelberg and
Dan Klein and
Asaf Shabtai},
title = {Prompted Contextual Vectors for Spear-Phishing Detection},
journal = {CoRR},
volume = {abs/2402.08309},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08309},
doi = {10.48550/ARXIV.2402.08309},
eprinttype = {arXiv},
eprint = {2402.08309},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TayouriBSP23,
author = {David Tayouri and
Nick Baum and
Asaf Shabtai and
Rami Puzis},
title = {A Survey of MulVAL Extensions and Their Attack Scenarios Coverage},
journal = {{IEEE} Access},
volume = {11},
pages = {27974--27991},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3257721},
doi = {10.1109/ACCESS.2023.3257721},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/TayouriBSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/MeidanBBAS23,
author = {Yair Meidan and
Daniel Benatar and
Ron Bitton and
Dan Avraham and
Asaf Shabtai},
title = {D-Score: An expert-based method for assessing the detectability of
IoT-related cyber-attacks},
journal = {Comput. Secur.},
volume = {126},
pages = {103073},
year = {2023},
url = {https://doi.org/10.1016/j.cose.2022.103073},
doi = {10.1016/J.COSE.2022.103073},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/MeidanBBAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/BittonMSMES23,
author = {Ron Bitton and
Nadav Maman and
Inderjeet Singh and
Satoru Momiyama and
Yuval Elovici and
Asaf Shabtai},
title = {Evaluating the Cybersecurity Risk of Real-world, Machine Learning
Production Systems},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {9},
pages = {183:1--183:36},
year = {2023},
url = {https://doi.org/10.1145/3559104},
doi = {10.1145/3559104},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/BittonMSMES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/MeidanALS23,
author = {Yair Meidan and
Dan Avraham and
Hanan Libhaber and
Asaf Shabtai},
title = {CADeSH: Collaborative Anomaly Detection for Smart Homes},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {10},
pages = {8514--8532},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3194813},
doi = {10.1109/JIOT.2022.3194813},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/MeidanALS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KotakHBSE23,
author = {Jaidip Kotak and
Edan Habler and
Oleg Brodt and
Asaf Shabtai and
Yuval Elovici},
title = {Information Security Threats and Working from Home Culture: Taxonomy,
Risk Assessment and Solutions},
journal = {Sensors},
volume = {23},
number = {8},
pages = {4018},
year = {2023},
url = {https://doi.org/10.3390/s23084018},
doi = {10.3390/S23084018},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/KotakHBSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/LevySGME23,
author = {Efrat Levy and
Asaf Shabtai and
Bogdan Groza and
Pal{-}Stefan Murvay and
Yuval Elovici},
title = {{CAN-LOC:} Spoofing Detection and Physical Intrusion Localization
on an In-Vehicle {CAN} Bus Based on Deep Features of Voltage Signals},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {18},
pages = {4800--4814},
year = {2023},
url = {https://doi.org/10.1109/TIFS.2023.3297444},
doi = {10.1109/TIFS.2023.3297444},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/LevySGME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/BerdichGMLSE23,
author = {Adriana Berdich and
Bogdan Groza and
Ren{\'{e}} Mayrhofer and
Efrat Levy and
Asaf Shabtai and
Yuval Elovici},
title = {Sweep-to-Unlock: Fingerprinting Smartphones Based on Loudspeaker Roll-Off
Characteristics},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {22},
number = {4},
pages = {2417--2434},
year = {2023},
url = {https://doi.org/10.1109/TMC.2021.3119987},
doi = {10.1109/TMC.2021.3119987},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/BerdichGMLSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccsw-ws/OfferZSEP23,
author = {Adi Offer and
Aviram Zilberman and
Asaf Shabtai and
Yuval Elovici and
Rami Puzis},
editor = {Francesco Regazzoni and
Apostolos P. Fournaris},
title = {CDGeB: Cloud Data Geolocation Benchmark},
booktitle = {Proceedings of the 2023 on Cloud Computing Security Workshop, {CCSW}
2023, Copenhagen, Denmark, 26 November 2023},
pages = {69--74},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605763.3625273},
doi = {10.1145/3605763.3625273},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccsw-ws/OfferZSEP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/CohenBSP23,
author = {Ofir Cohen and
Ron Bitton and
Asaf Shabtai and
Rami Puzis},
editor = {Gene Tsudik and
Mauro Conti and
Kaitai Liang and
Georgios Smaragdakis},
title = {ConGISATA: {A} Framework for Continuous Gamified Information Security
Awareness Training and Assessment},
booktitle = {Computer Security - {ESORICS} 2023 - 28th European Symposium on Research
in Computer Security, The Hague, The Netherlands, September 25-29,
2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14346},
pages = {431--451},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-51479-1\_22},
doi = {10.1007/978-3-031-51479-1\_22},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esorics/CohenBSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KodaZGSME23,
author = {Satoru Koda and
Alon Zolfi and
Edita Grolman and
Asaf Shabtai and
Ikuya Morikawa and
Yuval Elovici},
title = {Pros and Cons of Weight Pruning for Out-of-Distribution Detection:
An Empirical Survey},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191141},
doi = {10.1109/IJCNN54540.2023.10191141},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KodaZGSME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/MallahES23,
author = {Yakov Mallah and
Yuval Elovici and
Asaf Shabtai},
title = {Risk Oriented Resource Allocation in Robotic Swarm},
booktitle = {20th Annual International Conference on Privacy, Security and Trust,
{PST} 2023, Copenhagen, Denmark, August 21-23, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/PST58708.2023.10320163},
doi = {10.1109/PST58708.2023.10320163},
timestamp = {Thu, 07 Dec 2023 14:16:22 +0100},
biburl = {https://dblp.org/rec/conf/pst/MallahES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ShapiraZDBS23,
author = {Avishag Shapira and
Alon Zolfi and
Luca Demetrio and
Battista Biggio and
Asaf Shabtai},
title = {Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep
Object Detectors},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {4560--4569},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00455},
doi = {10.1109/WACV56688.2023.00455},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ShapiraZDBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01021,
author = {Yair Meidan and
Dan Avraham and
Hanan Libhaber and
Asaf Shabtai},
title = {CADeSH: Collaborative Anomaly Detection for Smart Homes},
journal = {CoRR},
volume = {abs/2303.01021},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01021},
doi = {10.48550/ARXIV.2303.01021},
eprinttype = {arXiv},
eprint = {2303.01021},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01041,
author = {Yair Meidan and
Daniel Benatar and
Ron Bitton and
Dan Avraham and
Asaf Shabtai},
title = {D-Score: An Expert-Based Method for Assessing the Detectability of
IoT-Related Cyber-Attacks},
journal = {CoRR},
volume = {abs/2303.01041},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01041},
doi = {10.48550/ARXIV.2303.01041},
eprinttype = {arXiv},
eprint = {2303.01041},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06786,
author = {Natan Semyonov and
Rami Puzis and
Asaf Shabtai and
Gilad Katz},
title = {ReMark: Receptive Field based Spatial WaterMark Embedding Optimization
using Deep Network},
journal = {CoRR},
volume = {abs/2305.06786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06786},
doi = {10.48550/ARXIV.2305.06786},
eprinttype = {arXiv},
eprint = {2305.06786},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08422,
author = {Omer Hofman and
Amit Giloni and
Yarin Hayun and
Ikuya Morikawa and
Toshiya Shimizu and
Yuval Elovici and
Asaf Shabtai},
title = {X-Detect: Explainable Adversarial Patch Detection for Object Detectors
in Retail},
journal = {CoRR},
volume = {abs/2306.08422},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08422},
doi = {10.48550/ARXIV.2306.08422},
eprinttype = {arXiv},
eprint = {2306.08422},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02614,
author = {Yarin Ozery and
Asaf Nadler and
Asaf Shabtai},
title = {Information-Based Heavy Hitters for Real-Time {DNS} Data Exfiltration
Detection and Prevention},
journal = {CoRR},
volume = {abs/2307.02614},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02614},
doi = {10.48550/ARXIV.2307.02614},
eprinttype = {arXiv},
eprint = {2307.02614},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03565,
author = {David Tayouri and
Telem Nachum and
Asaf Shabtai},
title = {{MIRAGE:} Multi-Binary Image Risk Assessment with Attack Graph Employment},
journal = {CoRR},
volume = {abs/2311.03565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03565},
doi = {10.48550/ARXIV.2311.03565},
eprinttype = {arXiv},
eprint = {2311.03565},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03809,
author = {Priyanka Prakash Surve and
Oleg Brodt and
Mark Yampolskiy and
Yuval Elovici and
Asaf Shabtai},
title = {SoK: Security Below the {OS} - {A} Security Analysis of {UEFI}},
journal = {CoRR},
volume = {abs/2311.03809},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03809},
doi = {10.48550/ARXIV.2311.03809},
eprinttype = {arXiv},
eprint = {2311.03809},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03825,
author = {Ryuta Kremer and
Prasanna N. Wudali and
Satoru Momiyama and
Toshinori Araki and
Jun Furukawa and
Yuval Elovici and
Asaf Shabtai},
title = {{IC-SECURE:} Intelligent System for Assisting Security Experts in
Generating Playbooks for Automated Incident Response},
journal = {CoRR},
volume = {abs/2311.03825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03825},
doi = {10.48550/ARXIV.2311.03825},
eprinttype = {arXiv},
eprint = {2311.03825},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18525,
author = {Yizhak Vaisman and
Gilad Katz and
Yuval Elovici and
Asaf Shabtai},
title = {Detecting Anomalous Network Communication Patterns Using Graph Convolutional
Networks},
journal = {CoRR},
volume = {abs/2311.18525},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18525},
doi = {10.48550/ARXIV.2311.18525},
eprinttype = {arXiv},
eprint = {2311.18525},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01200,
author = {Chen Doytshman and
Satoru Momiyama and
Inderjeet Singh and
Yuval Elovici and
Asaf Shabtai},
title = {FRAUDability: Estimating Users' Susceptibility to Financial Fraud
Using Adversarial Machine Learning},
journal = {CoRR},
volume = {abs/2312.01200},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01200},
doi = {10.48550/ARXIV.2312.01200},
eprinttype = {arXiv},
eprint = {2312.01200},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01330,
author = {Roy Peled and
Eran Aizikovich and
Edan Habler and
Yuval Elovici and
Asaf Shabtai},
title = {Evaluating the Security of Satellite Systems},
journal = {CoRR},
volume = {abs/2312.01330},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01330},
doi = {10.48550/ARXIV.2312.01330},
eprinttype = {arXiv},
eprint = {2312.01330},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02220,
author = {Amit Baras and
Alon Zolfi and
Yuval Elovici and
Asaf Shabtai},
title = {QuantAttack: Exploiting Dynamic Quantization to Attack Vision Transformers},
journal = {CoRR},
volume = {abs/2312.02220},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02220},
doi = {10.48550/ARXIV.2312.02220},
eprinttype = {arXiv},
eprint = {2312.02220},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BerdichGLSEM22,
author = {Adriana Berdich and
Bogdan Groza and
Efrat Levy and
Asaf Shabtai and
Yuval Elovici and
Ren{\'{e}} Mayrhofer},
title = {Fingerprinting Smartphones Based on Microphone Characteristics From
Environment Affected Recordings},
journal = {{IEEE} Access},
volume = {10},
pages = {122399--122413},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3223375},
doi = {10.1109/ACCESS.2022.3223375},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BerdichGLSEM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/NadlerBBS22,
author = {Asaf Nadler and
Ron Bitton and
Oleg Brodt and
Asaf Shabtai},
title = {On the vulnerability of anti-malware solutions to {DNS} attacks},
journal = {Comput. Secur.},
volume = {116},
pages = {102687},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102687},
doi = {10.1016/J.COSE.2022.102687},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/NadlerBBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/MathovSSE22,
author = {Yael Mathov and
Tal Ben Senior and
Asaf Shabtai and
Yuval Elovici},
title = {Stop bugging me! Evading modern-day wiretapping using adversarial
perturbations},
journal = {Comput. Secur.},
volume = {121},
pages = {102841},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102841},
doi = {10.1016/J.COSE.2022.102841},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/MathovSSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/MimranBKKBLES22,
author = {Dudu Mimran and
Ron Bitton and
Yehonatan Kfir and
Eitan Klevansky and
Oleg Brodt and
Heiko Lehmann and
Yuval Elovici and
Asaf Shabtai},
title = {Security of Open Radio Access Networks},
journal = {Comput. Secur.},
volume = {122},
pages = {102890},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102890},
doi = {10.1016/J.COSE.2022.102890},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/MimranBKKBLES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/KravchikDBS22,
author = {Moshe Kravchik and
Luca Demetrio and
Battista Biggio and
Asaf Shabtai},
title = {Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors
in Industrial Control Systems},
journal = {Comput. Secur.},
volume = {122},
pages = {102901},
year = {2022},
url = {https://doi.org/10.1016/j.cose.2022.102901},
doi = {10.1016/J.COSE.2022.102901},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/KravchikDBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/RosenbergSER21,
author = {Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {Adversarial Machine Learning Attacks and Defense Methods in the Cyber
Security Domain},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {5},
pages = {108:1--108:36},
year = {2022},
url = {https://doi.org/10.1145/3453158},
doi = {10.1145/3453158},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/RosenbergSER21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GrolmanCFSP22,
author = {Edita Grolman and
Dvir Cohen and
Tatiana Frenklach and
Asaf Shabtai and
Rami Puzis},
title = {How and when to stop the co-training process},
journal = {Expert Syst. Appl.},
volume = {187},
pages = {115841},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2021.115841},
doi = {10.1016/J.ESWA.2021.115841},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/GrolmanCFSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/BirmanHKS22,
author = {Yoni Birman and
Shaked Hindi and
Gilad Katz and
Asaf Shabtai},
title = {Cost-effective ensemble models selection using deep reinforcement
learning},
journal = {Inf. Fusion},
volume = {77},
pages = {133--148},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2021.07.011},
doi = {10.1016/J.INFFUS.2021.07.011},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/BirmanHKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MathovLKSE22,
author = {Yael Mathov and
Eden Levy and
Ziv Katzir and
Asaf Shabtai and
Yuval Elovici},
title = {Not all datasets are born equal: On heterogeneous tabular data and
adversarial examples},
journal = {Knowl. Based Syst.},
volume = {242},
pages = {108377},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108377},
doi = {10.1016/J.KNOSYS.2022.108377},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/MathovLKSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/SolomonMBSRPS22,
author = {Adir Solomon and
Michael Michaelshvili and
Ron Bitton and
Bracha Shapira and
Lior Rokach and
Rami Puzis and
Asaf Shabtai},
title = {Contextual security awareness: {A} context-based approach for assessing
the security awareness of users},
journal = {Knowl. Based Syst.},
volume = {246},
pages = {108709},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108709},
doi = {10.1016/J.KNOSYS.2022.108709},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/SolomonMBSRPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/CohenLSCES22,
author = {Shai Cohen and
Efrat Levy and
Avi Shaked and
Tair Cohen and
Yuval Elovici and
Asaf Shabtai},
title = {RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks},
journal = {Sensors},
volume = {22},
number = {11},
pages = {4259},
year = {2022},
url = {https://doi.org/10.3390/s22114259},
doi = {10.3390/S22114259},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/CohenLSCES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/HablerS22,
author = {Edan Habler and
Asaf Shabtai},
title = {Analyzing Sequences of Airspace States to Detect Anomalous Traffic
Conditions},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {58},
number = {3},
pages = {1843--1857},
year = {2022},
url = {https://doi.org/10.1109/TAES.2021.3124199},
doi = {10.1109/TAES.2021.3124199},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/HablerS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/StanBEDIOYES22,
author = {Orly Stan and
Ron Bitton and
Michal Ezrets and
Moran Dadon and
Masaki Inokuchi and
Yoshinobu Ohta and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
title = {Extending Attack Graphs to Represent Cyber-Attacks in Communication
Protocols and Modern {IT} Networks},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {3},
pages = {1936--1954},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2020.3041999},
doi = {10.1109/TDSC.2020.3041999},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/StanBEDIOYES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/KravchikS22,
author = {Moshe Kravchik and
Asaf Shabtai},
title = {Efficient Cyber Attack Detection in Industrial Control Systems Using
Lightweight Neural Networks and {PCA}},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {19},
number = {4},
pages = {2179--2197},
year = {2022},
url = {https://doi.org/10.1109/TDSC.2021.3050101},
doi = {10.1109/TDSC.2021.3050101},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/KravchikS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/SharonBLSE22,
author = {Yam Sharon and
David Berend and
Yang Liu and
Asaf Shabtai and
Yuval Elovici},
title = {{TANTRA:} Timing-Based Adversarial Network Traffic Reshaping Attack},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {17},
pages = {3225--3237},
year = {2022},
url = {https://doi.org/10.1109/TIFS.2022.3201377},
doi = {10.1109/TIFS.2022.3201377},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/SharonBLSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimva/SakaziES22,
author = {Shay Sakazi and
Yuval Elovici and
Asaf Shabtai},
editor = {Lorenzo Cavallaro and
Daniel Gruss and
Giancarlo Pellegrino and
Giorgio Giacinto},
title = {Prioritizing Antivirus Alerts on Internal Enterprise Machines},
booktitle = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 19th International Conference, {DIMVA} 2022, Cagliari, Italy, June
29 - July 1, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13358},
pages = {75--95},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-09484-2\_5},
doi = {10.1007/978-3-031-09484-2\_5},
timestamp = {Fri, 01 Jul 2022 15:28:37 +0200},
biburl = {https://dblp.org/rec/conf/dimva/SakaziES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/GrozaPAMSE22,
author = {Bogdan Groza and
Lucian Popa and
Tudor Andreica and
Pal{-}Stefan Murvay and
Asaf Shabtai and
Yuval Elovici},
editor = {Vijayalakshmi Atluri and
Roberto Di Pietro and
Christian Damsgaard Jensen and
Weizhi Meng},
title = {PanoptiCANs - Adversary-Resilient Architectures for Controller Area
Networks},
booktitle = {Computer Security - {ESORICS} 2022 - 27th European Symposium on Research
in Computer Security, Copenhagen, Denmark, September 26-30, 2022,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13556},
pages = {658--679},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17143-7\_32},
doi = {10.1007/978-3-031-17143-7\_32},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esorics/GrozaPAMSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GiloniGES22,
author = {Amit Giloni and
Edita Grolman and
Yuval Elovici and
Asaf Shabtai},
title = {{FEPC:} Fairness Estimation Using Prototypes and Critics for Tabular
Data},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {4877--4884},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956582},
doi = {10.1109/ICPR56361.2022.9956582},
timestamp = {Thu, 01 Dec 2022 13:56:03 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GiloniGES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZolfiAES22,
author = {Alon Zolfi and
Shai Avidan and
Yuval Elovici and
Asaf Shabtai},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Adversarial Mask: Real-World Universal Adversarial Attack on Face
Recognition Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {304--320},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_19},
doi = {10.1007/978-3-031-26409-2\_19},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZolfiAES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcomp/TapasB0PSE22,
author = {Nachiket Tapas and
Sofia Belikovetsky and
Francesco Longo and
Antonio Puliafito and
Asaf Shabtai and
Yuval Elovici},
title = {3D Marketplace: Distributed Attestation of 3D Designs on Blockchain},
booktitle = {2022 {IEEE} International Conference on Smart Computing, {SMARTCOMP}
2022, Helsinki, Finland, June 20-24, 2022},
pages = {311--316},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SMARTCOMP55677.2022.00073},
doi = {10.1109/SMARTCOMP55677.2022.00073},
timestamp = {Tue, 19 Jul 2022 18:42:29 +0200},
biburl = {https://dblp.org/rec/conf/smartcomp/TapasB0PSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GrolmanBSEMS22,
author = {Edita Grolman and
Hodaya Binyamini and
Asaf Shabtai and
Yuval Elovici and
Ikuya Morikawa and
Toshiya Shimizu},
editor = {Alejandro Bellog{\'{\i}}n and
Ludovico Boratto and
Olga C. Santos and
Liliana Ardissono and
Bart P. Knijnenburg},
title = {HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms
on Twitter},
booktitle = {{UMAP} '22: 30th {ACM} Conference on User Modeling, Adaptation and
Personalization, Barcelona, Spain, July 4 - 7, 2022},
pages = {143--152},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503252.3531309},
doi = {10.1145/3503252.3531309},
timestamp = {Wed, 28 Dec 2022 14:29:13 +0100},
biburl = {https://dblp.org/rec/conf/um/GrolmanBSEMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/CaoBTAL0SE22,
author = {Yushi Cao and
David Berend and
Palina Tolmach and
Guy Amit and
Moshe Levy and
Yang Liu and
Asaf Shabtai and
Yuval Elovici},
title = {Fair and accurate age prediction using distribution aware data curation
and augmentation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {2867--2877},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00292},
doi = {10.1109/WACV51458.2022.00292},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/CaoBTAL0SE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/TayouriBSP22,
author = {David Tayouri and
Nick Baum and
Asaf Shabtai and
Rami Puzis},
title = {MulVAL Interaction Rules Mapped to {MITRE} ATT{\&}CK},
publisher = {{IEEE} DataPort},
year = {2022},
month = jul,
howpublished = {\url{https://doi.org/10.21227/bvkn-4119}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/bvkn-4119},
doi = {10.21227/BVKN-4119},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/data/10/TayouriBSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06080,
author = {Dudu Mimran and
Ron Bitton and
Yehonatan Kfir and
Eitan Klevansky and
Oleg Brodt and
Heiko Lehmann and
Yuval Elovici and
Asaf Shabtai},
title = {Evaluating the Security of Open Radio Access Networks},
journal = {CoRR},
volume = {abs/2201.06080},
year = {2022},
url = {https://arxiv.org/abs/2201.06080},
eprinttype = {arXiv},
eprint = {2201.06080},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06093,
author = {Ron Bitton and
Dan Avraham and
Eitan Klevansky and
Dudu Mimran and
Oleg Brodt and
Heiko Lehmann and
Yuval Elovici and
Asaf Shabtai},
title = {Adversarial Machine Learning Threat Analysis in Open Radio Access
Networks},
journal = {CoRR},
volume = {abs/2201.06093},
year = {2022},
url = {https://arxiv.org/abs/2201.06093},
eprinttype = {arXiv},
eprint = {2201.06093},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06870,
author = {Efrat Levy and
Nadav Maman and
Asaf Shabtai and
Yuval Elovici},
title = {AnoMili: Spoofing Prevention and Explainable Anomaly Detection for
the 1553 Military Avionic Bus},
journal = {CoRR},
volume = {abs/2202.06870},
year = {2022},
url = {https://arxiv.org/abs/2202.06870},
eprinttype = {arXiv},
eprint = {2202.06870},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13618,
author = {Avishag Shapira and
Alon Zolfi and
Luca Demetrio and
Battista Biggio and
Asaf Shabtai},
title = {Denial-of-Service Attack on Object Detection Model Using Universal
Adversarial Perturbation},
journal = {CoRR},
volume = {abs/2205.13618},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13618},
doi = {10.48550/ARXIV.2205.13618},
eprinttype = {arXiv},
eprint = {2205.13618},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05750,
author = {David Tayouri and
Nick Baum and
Asaf Shabtai and
Rami Puzis},
title = {A Survey of MulVAL Extensions and Their Attack Scenarios Coverage},
journal = {CoRR},
volume = {abs/2208.05750},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05750},
doi = {10.48550/ARXIV.2208.05750},
eprinttype = {arXiv},
eprint = {2208.05750},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-04028,
author = {Edan Habler and
Ron Bitton and
Asaf Shabtai},
title = {Evaluating the Security of Aircraft Systems},
journal = {CoRR},
volume = {abs/2209.04028},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.04028},
doi = {10.48550/ARXIV.2209.04028},
eprinttype = {arXiv},
eprint = {2209.04028},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-04028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09033,
author = {Orel Lavie and
Asaf Shabtai and
Gilad Katz},
title = {A Transferable and Automatic Tuning of Deep Reinforcement Learning
for Cost Effective Phishing Detection},
journal = {CoRR},
volume = {abs/2209.09033},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09033},
doi = {10.48550/ARXIV.2209.09033},
eprinttype = {arXiv},
eprint = {2209.09033},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08686,
author = {Ofir Moshe and
Gil Fidel and
Ron Bitton and
Asaf Shabtai},
title = {Improving Interpretability via Regularization of Neural Activation
Sensitivity},
journal = {CoRR},
volume = {abs/2211.08686},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08686},
doi = {10.48550/ARXIV.2211.08686},
eprinttype = {arXiv},
eprint = {2211.08686},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08859,
author = {Avishag Shapira and
Ron Bitton and
Dan Avraham and
Alon Zolfi and
Yuval Elovici and
Asaf Shabtai},
title = {Attacking Object Detector Using {A} Universal Targeted Label-Switch
Patch},
journal = {CoRR},
volume = {abs/2211.08859},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08859},
doi = {10.48550/ARXIV.2211.08859},
eprinttype = {arXiv},
eprint = {2211.08859},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13644,
author = {Jacob Shams and
Ben Nassi and
Ikuya Morikawa and
Toshiya Shimizu and
Asaf Shabtai and
Yuval Elovici},
title = {Seeds Don't Lie: An Adaptive Watermarking Framework for Computer Vision
Models},
journal = {CoRR},
volume = {abs/2211.13644},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13644},
doi = {10.48550/ARXIV.2211.13644},
eprinttype = {arXiv},
eprint = {2211.13644},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14797,
author = {Ron Bitton and
Alon Malach and
Amiel Meiseles and
Satoru Momiyama and
Toshinori Araki and
Jun Furukawa and
Yuval Elovici and
Asaf Shabtai},
title = {Latent {SHAP:} Toward Practical Human-Interpretable Explanations},
journal = {CoRR},
volume = {abs/2211.14797},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14797},
doi = {10.48550/ARXIV.2211.14797},
eprinttype = {arXiv},
eprint = {2211.14797},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02081,
author = {Alon Zolfi and
Guy Amit and
Amit Baras and
Satoru Koda and
Ikuya Morikawa and
Yuval Elovici and
Asaf Shabtai},
title = {YolOOD: Utilizing Object Detection Concepts for Out-of-Distribution
Detection},
journal = {CoRR},
volume = {abs/2212.02081},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02081},
doi = {10.48550/ARXIV.2212.02081},
eprinttype = {arXiv},
eprint = {2212.02081},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/HarushMS21,
author = {Shimon Harush and
Yair Meidan and
Asaf Shabtai},
title = {DeepStream: Autoencoder-based stream temporal clustering and anomaly
detection},
journal = {Comput. Secur.},
volume = {106},
pages = {102276},
year = {2021},
url = {https://doi.org/10.1016/j.cose.2021.102276},
doi = {10.1016/J.COSE.2021.102276},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/HarushMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/FrenklachCSP21,
author = {Tatiana Frenklach and
Dvir Cohen and
Asaf Shabtai and
Rami Puzis},
title = {Android malware detection via an app similarity graph},
journal = {Comput. Secur.},
volume = {109},
pages = {102386},
year = {2021},
url = {https://doi.org/10.1016/j.cose.2021.102386},
doi = {10.1016/J.COSE.2021.102386},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/FrenklachCSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeesp/AmitSE21,
author = {Guy Amit and
Asaf Shabtai and
Yuval Elovici},
title = {A Self-Healing Mechanism for Internet of Things Devices},
journal = {{IEEE} Secur. Priv.},
volume = {19},
number = {1},
pages = {44--53},
year = {2021},
url = {https://doi.org/10.1109/MSEC.2020.3013207},
doi = {10.1109/MSEC.2020.3013207},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeesp/AmitSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/BittonS21,
author = {Ron Bitton and
Asaf Shabtai},
title = {A Machine Learning-Based Intrusion Detection System for Securing Remote
Desktop Connections to Electronic Flight Bag Servers},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {18},
number = {3},
pages = {1164--1181},
year = {2021},
url = {https://doi.org/10.1109/TDSC.2019.2914035},
doi = {10.1109/TDSC.2019.2914035},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/BittonS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csfw/StanBEDIOYES21,
author = {Orly Stan and
Ron Bitton and
Michal Ezrets and
Moran Dadon and
Masaki Inokuchi and
Yoshinobu Ohta and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
title = {Heuristic Approach for Countermeasure Selection Using Attack Graphs},
booktitle = {34th {IEEE} Computer Security Foundations Symposium, {CSF} 2021, Dubrovnik,
Croatia, June 21-25, 2021},
pages = {1--16},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSF51468.2021.00003},
doi = {10.1109/CSF51468.2021.00003},
timestamp = {Fri, 13 Aug 2021 09:20:41 +0200},
biburl = {https://dblp.org/rec/conf/csfw/StanBEDIOYES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZolfiKES21,
author = {Alon Zolfi and
Moshe Kravchik and
Yuval Elovici and
Asaf Shabtai},
title = {The Translucent Patch: {A} Physical and Universal Attack on Object
Detectors},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {15232--15241},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Zolfi\_The\_Translucent\_Patch\_A\_Physical\_and\_Universal\_Attack\_on\_Object\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01498},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZolfiKES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/DaihesTNS21,
author = {Yael Daihes and
Hen Tzaban and
Asaf Nadler and
Asaf Shabtai},
editor = {Elisa Bertino and
Haya Schulmann and
Michael Waidner},
title = {{MORTON:} Detection of Malicious Routines in Large-Scale {DNS} Traffic},
booktitle = {Computer Security - {ESORICS} 2021 - 26th European Symposium on Research
in Computer Security, Darmstadt, Germany, October 4-8, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12972},
pages = {736--756},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88418-5\_35},
doi = {10.1007/978-3-030-88418-5\_35},
timestamp = {Tue, 17 Oct 2023 10:41:56 +0200},
biburl = {https://dblp.org/rec/conf/esorics/DaihesTNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AmitLRSE21,
author = {Guy Amit and
Moshe Levy and
Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici},
title = {{FOOD:} Fast Out-Of-Distribution Detector},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533465},
doi = {10.1109/IJCNN52387.2021.9533465},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AmitLRSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BirmanIKS21,
author = {Yoni Birman and
Ziv Ido and
Gilad Katz and
Asaf Shabtai},
title = {Hierarchical Deep Reinforcement Learning Approach for Multi-Objective
Scheduling With Varying Queue Sizes},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534433},
doi = {10.1109/IJCNN52387.2021.9534433},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BirmanIKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RegevRS21,
author = {Nir Regev and
Lior Rokach and
Asaf Shabtai},
title = {Approximating Aggregated {SQL} Queries with {LSTM} Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533974},
doi = {10.1109/IJCNN52387.2021.9533974},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RegevRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RosenbergSER21,
author = {Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {Sequence Squeezing: {A} Defense Method Against Adversarial Examples
for {API} Call-Based {RNN} Variants},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534432},
doi = {10.1109/IJCNN52387.2021.9534432},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RosenbergSER21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BinyaminiBIYES21,
author = {Hodaya Binyamini and
Ron Bitton and
Masaki Inokuchi and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Framework for Modeling Cyber Attack Techniques from Security Vulnerability
Descriptions},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2574--2583},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467159},
doi = {10.1145/3447548.3467159},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BinyaminiBIYES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NehemyaMSE21,
author = {Elior Nehemya and
Yael Mathov and
Asaf Shabtai and
Yuval Elovici},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Taking over the Stock Market: Adversarial Perturbations Against Algorithmic
Traders},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {221--236},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_14},
doi = {10.1007/978-3-030-86514-6\_14},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NehemyaMSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/KravchikBS21,
author = {Moshe Kravchik and
Battista Biggio and
Asaf Shabtai},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {Poisoning attacks on cyber attack detectors for industrial control
systems},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {116--125},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441892},
doi = {10.1145/3412841.3441892},
timestamp = {Mon, 03 May 2021 14:34:56 +0200},
biburl = {https://dblp.org/rec/conf/sac/KravchikBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BadashTN0S21,
author = {Lital Badash and
Nachiket Tapas and
Asaf Nadler and
Francesco Longo and
Asaf Shabtai},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {Blockchain-based bug bounty framework},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {239--248},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441906},
doi = {10.1145/3412841.3441906},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/BadashTN0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HarushMS21,
author = {Shimon Harush and
Yair Meidan and
Asaf Shabtai},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {DeepStream: autoencoder-based stream temporal clustering},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {445--448},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3442083},
doi = {10.1145/3412841.3442083},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/HarushMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/NassiBMSE21,
author = {Ben Nassi and
Ron Bitton and
Ryusuke Masuoka and
Asaf Shabtai and
Yuval Elovici},
title = {SoK: Security and Privacy in the Age of Commercial Drones},
booktitle = {42nd {IEEE} Symposium on Security and Privacy, {SP} 2021, San Francisco,
CA, USA, 24-27 May 2021},
pages = {1434--1451},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SP40001.2021.00005},
doi = {10.1109/SP40001.2021.00005},
timestamp = {Thu, 21 Sep 2023 15:57:26 +0200},
biburl = {https://dblp.org/rec/conf/sp/NassiBMSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/Groza0MES21,
author = {Bogdan Groza and
Lucian Popa and
Pal{-}Stefan Murvay and
Yuval Elovici and
Asaf Shabtai},
editor = {Michael D. Bailey and
Rachel Greenstadt},
title = {{CANARY} - a reactive defense mechanism for Controller Area Networks
based on Active RelaYs},
booktitle = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,
2021},
pages = {4259--4276},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/usenixsecurity21/presentation/groza},
timestamp = {Mon, 20 Nov 2023 08:57:49 +0100},
biburl = {https://dblp.org/rec/conf/uss/Groza0MES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06297,
author = {Yam Sharon and
David Berend and
Yang Liu and
Asaf Shabtai and
Yuval Elovici},
title = {{TANTRA:} Timing-Based Adversarial Network Traffic Reshaping Attack},
journal = {CoRR},
volume = {abs/2103.06297},
year = {2021},
url = {https://arxiv.org/abs/2103.06297},
eprinttype = {arXiv},
eprint = {2103.06297},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13158,
author = {Yair Allouche and
Nachiket Tapas and
Francesco Longo and
Asaf Shabtai and
Yaron Wolfsthal},
title = {{TRADE:} TRusted Anonymous Data Exchange: Threat Sharing Using Blockchain
Technology},
journal = {CoRR},
volume = {abs/2103.13158},
year = {2021},
url = {https://arxiv.org/abs/2103.13158},
eprinttype = {arXiv},
eprint = {2103.13158},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07074,
author = {Shai Cohen and
Efrat Levy and
Avi Shaked and
Tair Cohen and
Yuval Elovici and
Asaf Shabtai},
title = {RadArnomaly: Protecting Radar Systems from Data Manipulation Attacks},
journal = {CoRR},
volume = {abs/2106.07074},
year = {2021},
url = {https://arxiv.org/abs/2106.07074},
eprinttype = {arXiv},
eprint = {2106.07074},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07895,
author = {Efrat Levy and
Asaf Shabtai and
Bogdan Groza and
Pal{-}Stefan Murvay and
Yuval Elovici},
title = {{CAN-LOC:} Spoofing Detection and Physical Intrusion Localization
on an In-Vehicle {CAN} Bus Based on Deep Features of Voltage Signals},
journal = {CoRR},
volume = {abs/2106.07895},
year = {2021},
url = {https://arxiv.org/abs/2106.07895},
eprinttype = {arXiv},
eprint = {2106.07895},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01806,
author = {Ron Bitton and
Nadav Maman and
Inderjeet Singh and
Satoru Momiyama and
Yuval Elovici and
Asaf Shabtai},
title = {A Framework for Evaluating the Cybersecurity Risk of Real World, Machine
Learning Production Systems},
journal = {CoRR},
volume = {abs/2107.01806},
year = {2021},
url = {https://arxiv.org/abs/2107.01806},
eprinttype = {arXiv},
eprint = {2107.01806},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06467,
author = {Nitzan Guetta and
Asaf Shabtai and
Inderjeet Singh and
Satoru Momiyama and
Yuval Elovici},
title = {Dodging Attack Using Carefully Crafted Natural Makeup},
journal = {CoRR},
volume = {abs/2109.06467},
year = {2021},
url = {https://arxiv.org/abs/2109.06467},
eprinttype = {arXiv},
eprint = {2109.06467},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11342,
author = {Asaf Nadler and
Ron Bitton and
Oleg Brodt and
Asaf Shabtai},
title = {On The Vulnerability of Anti-Malware Solutions to {DNS} Attacks},
journal = {CoRR},
volume = {abs/2109.11342},
year = {2021},
url = {https://arxiv.org/abs/2109.11342},
eprinttype = {arXiv},
eprint = {2109.11342},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10759,
author = {Alon Zolfi and
Shai Avidan and
Yuval Elovici and
Asaf Shabtai},
title = {Adversarial Mask: Real-World Adversarial Attack Against Face Recognition
Models},
journal = {CoRR},
volume = {abs/2111.10759},
year = {2021},
url = {https://arxiv.org/abs/2111.10759},
eprinttype = {arXiv},
eprint = {2111.10759},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SidiNS20,
author = {Lior Sidi and
Asaf Nadler and
Asaf Shabtai},
title = {MaskDGA: An Evasion Attack Against {DGA} Classifiers and Adversarial
Defenses},
journal = {{IEEE} Access},
volume = {8},
pages = {161580--161592},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3020964},
doi = {10.1109/ACCESS.2020.3020964},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SidiNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ShwartzCSO20,
author = {Omer Shwartz and
Amir Cohen and
Asaf Shabtai and
Yossi Oren},
title = {Inner conflict: How smart device components can cause harm},
journal = {Comput. Secur.},
volume = {89},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2019.101665},
doi = {10.1016/J.COSE.2019.101665},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ShwartzCSO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ArendSIKB20,
author = {Isabel Arend and
Asaf Shabtai and
Tali Idan and
Ruty Keinan and
Yoella Bereby{-}Meyer},
title = {Passive- and not active-risk tendencies predict cyber security behavior},
journal = {Comput. Secur.},
volume = {96},
pages = {101929},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.101929},
doi = {10.1016/J.COSE.2020.101929},
timestamp = {Mon, 14 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ArendSIKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ArendSIKB20a,
author = {Isabel Arend and
Asaf Shabtai and
Tali Idan and
Ruty Keinan and
Yoella Bereby{-}Meyer},
title = {Passive- and not active-risk tendencies predict cyber security behavior},
journal = {Comput. Secur.},
volume = {97},
pages = {101964},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.101964},
doi = {10.1016/J.COSE.2020.101964},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ArendSIKB20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/MeidanSPSES20,
author = {Yair Meidan and
Vinay Sachidananda and
Hongyi Peng and
Racheli Sagron and
Yuval Elovici and
Asaf Shabtai},
title = {A novel approach for detecting vulnerable IoT devices connected behind
a home {NAT}},
journal = {Comput. Secur.},
volume = {97},
pages = {101968},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.101968},
doi = {10.1016/J.COSE.2020.101968},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/MeidanSPSES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TapasYLPS20,
author = {Nachiket Tapas and
Yechiav Yitzchak and
Francesco Longo and
Antonio Puliafito and
Asaf Shabtai},
title = {P4UIoT: Pay-Per-Piece Patch Update Delivery for IoT Using Gradual
Release},
journal = {Sensors},
volume = {20},
number = {7},
pages = {2156},
year = {2020},
url = {https://doi.org/10.3390/s20072156},
doi = {10.3390/S20072156},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/TapasYLPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/KalboMSE20,
author = {Naor Kalbo and
Yisroel Mirsky and
Asaf Shabtai and
Yuval Elovici},
title = {The Security of IP-Based Video Surveillance Systems},
journal = {Sensors},
volume = {20},
number = {17},
pages = {4806},
year = {2020},
url = {https://doi.org/10.3390/s20174806},
doi = {10.3390/S20174806},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/KalboMSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/GluckKCES20,
author = {Tomer Gluck and
Moshe Kravchik and
Samuel Chocron and
Yuval Elovici and
Asaf Shabtai},
title = {Spoofing Attack on Ultrasonic Distance Sensors Using a Continuous
Signal},
journal = {Sensors},
volume = {20},
number = {21},
pages = {6157},
year = {2020},
url = {https://doi.org/10.3390/s20216157},
doi = {10.3390/S20216157},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/GluckKCES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/StanCES20,
author = {Orly Stan and
Adi Cohen and
Yuval Elovici and
Asaf Shabtai},
title = {Intrusion Detection System for the {MIL-STD-1553} Communication Bus},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {56},
number = {4},
pages = {3010--3027},
year = {2020},
url = {https://doi.org/10.1109/TAES.2019.2961824},
doi = {10.1109/TAES.2019.2961824},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/StanCES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/RosenbergSER20,
author = {Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {Query-Efficient Black-Box Attack Against Sequence-Based Malware Classifiers},
booktitle = {{ACSAC} '20: Annual Computer Security Applications Conference, Virtual
Event / Austin, TX, USA, 7-11 December, 2020},
pages = {611--626},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3427228.3427230},
doi = {10.1145/3427228.3427230},
timestamp = {Tue, 15 Dec 2020 12:22:00 +0100},
biburl = {https://dblp.org/rec/conf/acsac/RosenbergSER20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/BirmanHKS20,
author = {Yoni Birman and
Shaked Hindi and
Gilad Katz and
Asaf Shabtai},
title = {Cost-Effective Malware Detection as a Service Over Serverless Cloud
Using Deep Reinforcement Learning},
booktitle = {20th {IEEE/ACM} International Symposium on Cluster, Cloud and Internet
Computing, {CCGRID} 2020, Melbourne, Australia, May 11-14, 2020},
pages = {420--429},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CCGrid49817.2020.00-51},
doi = {10.1109/CCGRID49817.2020.00-51},
timestamp = {Wed, 22 Jul 2020 16:50:17 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/BirmanHKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/BittonBPS20,
author = {Ron Bitton and
Kobi Boymgold and
Rami Puzis and
Asaf Shabtai},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Evaluating the Information Security Awareness of Smartphone Users},
booktitle = {{CHI} '20: {CHI} Conference on Human Factors in Computing Systems,
Honolulu, HI, USA, April 25-30, 2020},
pages = {1--13},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3313831.3376385},
doi = {10.1145/3313831.3376385},
timestamp = {Wed, 04 May 2022 13:02:17 +0200},
biburl = {https://dblp.org/rec/conf/chi/BittonBPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SidiMNES20,
author = {Lior Sidi and
Yisroel Mirsky and
Asaf Nadler and
Yuval Elovici and
Asaf Shabtai},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Helix: {DGA} Domain Embeddings for Tracking and Exploring Botnets},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2741--2748},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3416022},
doi = {10.1145/3340531.3416022},
timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SidiMNES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscml/SiboniGPSE20,
author = {Shachar Siboni and
Chanan Glezer and
Rami Puzis and
Asaf Shabtai and
Yuval Elovici},
editor = {Shlomi Dolev and
Vladimir Kolesnikov and
Sachin Lodha and
Gera Weiss},
title = {Security Ranking of IoT Devices Using an {AHP} Model},
booktitle = {Cyber Security Cryptography and Machine Learning - Fourth International
Symposium, {CSCML} 2020, Be'er Sheva, Israel, July 2-3, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12161},
pages = {29--44},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49785-9\_3},
doi = {10.1007/978-3-030-49785-9\_3},
timestamp = {Thu, 25 Jun 2020 16:11:03 +0200},
biburl = {https://dblp.org/rec/conf/cscml/SiboniGPSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbsec/LukachGS20,
author = {Amir Lukach and
Ehud Gudes and
Asaf Shabtai},
editor = {Anoop Singhal and
Jaideep Vaidya},
title = {{PUA} Detection Based on Bundle Installer Characteristics},
booktitle = {Data and Applications Security and Privacy {XXXIV} - 34th Annual {IFIP}
{WG} 11.3 Conference, DBSec 2020, Regensburg, Germany, June 25-26,
2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12122},
pages = {261--273},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49669-2\_15},
doi = {10.1007/978-3-030-49669-2\_15},
timestamp = {Thu, 18 Jun 2020 13:44:27 +0200},
biburl = {https://dblp.org/rec/conf/dbsec/LukachGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/CohenMKMEPS20,
author = {Dvir Cohen and
Yisroel Mirsky and
Manuel Kamp and
Tobias Martin and
Yuval Elovici and
Rami Puzis and
Asaf Shabtai},
editor = {Liqun Chen and
Ninghui Li and
Kaitai Liang and
Steve A. Schneider},
title = {{DANTE:} {A} Framework for Mining and Monitoring Darknet Traffic},
booktitle = {Computer Security - {ESORICS} 2020 - 25th European Symposium on Research
in Computer Security, {ESORICS} 2020, Guildford, UK, September 14-18,
2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12308},
pages = {88--109},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58951-6\_5},
doi = {10.1007/978-3-030-58951-6\_5},
timestamp = {Fri, 02 Jul 2021 20:12:27 +0200},
biburl = {https://dblp.org/rec/conf/esorics/CohenMKMEPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FidelBS20,
author = {Gil Fidel and
Ron Bitton and
Asaf Shabtai},
title = {When Explainability Meets Adversarial Learning: Detecting Adversarial
Examples using {SHAP} Signatures},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207637},
doi = {10.1109/IJCNN48605.2020.9207637},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FidelBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02176,
author = {Guy Amit and
Ishai Rosenberg and
Moshe Levy and
Ron Bitton and
Asaf Shabtai and
Yuval Elovici},
title = {Neural Network Representation Control: Gaussian Isolation Machines
and {CVC} Regularization},
journal = {CoRR},
volume = {abs/2002.02176},
year = {2020},
url = {https://arxiv.org/abs/2002.02176},
eprinttype = {arXiv},
eprint = {2002.02176},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02741,
author = {Moshe Kravchik and
Asaf Shabtai},
title = {Can't Boil This Frog: Robustness of Online-Trained Autoencoder-Based
Anomaly Detectors to Adversarial Poisoning Attacks},
journal = {CoRR},
volume = {abs/2002.02741},
year = {2020},
url = {https://arxiv.org/abs/2002.02741},
eprinttype = {arXiv},
eprint = {2002.02741},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02575,
author = {Dvir Cohen and
Yisroel Mirsky and
Yuval Elovici and
Rami Puzis and
Manuel Kamp and
Tobias Martin and
Asaf Shabtai},
title = {{DANTE:} {A} framework for mining and monitoring darknet traffic},
journal = {CoRR},
volume = {abs/2003.02575},
year = {2020},
url = {https://arxiv.org/abs/2003.02575},
eprinttype = {arXiv},
eprint = {2003.02575},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00059,
author = {Noam Moscovich and
Ron Bitton and
Yakov Mallah and
Masaki Inokuchi and
Tomohiko Yagyu and
Meir Kalech and
Yuval Elovici and
Asaf Shabtai},
title = {Autosploit: {A} Fully Automated Framework for Evaluating the Exploitability
of Security Vulnerabilities},
journal = {CoRR},
volume = {abs/2007.00059},
year = {2020},
url = {https://arxiv.org/abs/2007.00059},
eprinttype = {arXiv},
eprint = {2007.00059},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02407,
author = {Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {Adversarial Learning in the Cyber Security Domain},
journal = {CoRR},
volume = {abs/2007.02407},
year = {2020},
url = {https://arxiv.org/abs/2007.02407},
eprinttype = {arXiv},
eprint = {2007.02407},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09256,
author = {Yoni Birman and
Ziv Ido and
Gilad Katz and
Asaf Shabtai},
title = {Hierarchical Deep Reinforcement Learning Approach for Multi-Objective
Scheduling With Varying Queue Sizes},
journal = {CoRR},
volume = {abs/2007.09256},
year = {2020},
url = {https://arxiv.org/abs/2007.09256},
eprinttype = {arXiv},
eprint = {2007.09256},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02003,
author = {Hen Tzaban and
Asaf Nadler and
Yael Daihes and
Asaf Shabtai},
title = {{MORTON:} Detection of Malicious Routines in Large-Scale {DNS} Traffic},
journal = {CoRR},
volume = {abs/2008.02003},
year = {2020},
url = {https://arxiv.org/abs/2008.02003},
eprinttype = {arXiv},
eprint = {2008.02003},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04377,
author = {Hodaya Binyamini and
Ron Bitton and
Masaki Inokuchi and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
title = {An Automated, End-to-End Framework for Modeling Attacks From Vulnerability
Descriptions},
journal = {CoRR},
volume = {abs/2008.04377},
year = {2020},
url = {https://arxiv.org/abs/2008.04377},
eprinttype = {arXiv},
eprint = {2008.04377},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06856,
author = {Guy Amit and
Moshe Levy and
Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici},
title = {{GLOD:} Gaussian Likelihood Out of Distribution Detector},
journal = {CoRR},
volume = {abs/2008.06856},
year = {2020},
url = {https://arxiv.org/abs/2008.06856},
eprinttype = {arXiv},
eprint = {2008.06856},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05283,
author = {Yushi Cao and
David Berend and
Palina Tolmach and
Moshe Levy and
Guy Amit and
Asaf Shabtai and
Yuval Elovici and
Yang Liu},
title = {Fairness Matters - {A} Data-Driven Framework Towards Fair and High
Performing Facial Recognition Systems},
journal = {CoRR},
volume = {abs/2009.05283},
year = {2020},
url = {https://arxiv.org/abs/2009.05283},
eprinttype = {arXiv},
eprint = {2009.05283},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11349,
author = {Gil Fidel and
Ron Bitton and
Ziv Katzir and
Asaf Shabtai},
title = {Adversarial robustness via stochastic regularization of neural activation
sensitivity},
journal = {CoRR},
volume = {abs/2009.11349},
year = {2020},
url = {https://arxiv.org/abs/2009.11349},
eprinttype = {arXiv},
eprint = {2009.11349},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03180,
author = {Eden Levy and
Yael Mathov and
Ziv Katzir and
Asaf Shabtai and
Yuval Elovici},
title = {Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial
Examples},
journal = {CoRR},
volume = {abs/2010.03180},
year = {2020},
url = {https://arxiv.org/abs/2010.03180},
eprinttype = {arXiv},
eprint = {2010.03180},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09246,
author = {Elior Nehemya and
Yael Mathov and
Asaf Shabtai and
Yuval Elovici},
title = {When Bots Take Over the Stock Market: Evasion Attacks Against Algorithmic
Traders},
journal = {CoRR},
volume = {abs/2010.09246},
year = {2020},
url = {https://arxiv.org/abs/2010.09246},
eprinttype = {arXiv},
eprint = {2010.09246},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12809,
author = {Tal Ben Senior and
Yael Mathov and
Asaf Shabtai and
Yuval Elovici},
title = {Stop Bugging Me! Evading Modern-Day Wiretapping Using Adversarial
Perturbations},
journal = {CoRR},
volume = {abs/2010.12809},
year = {2020},
url = {https://arxiv.org/abs/2010.12809},
eprinttype = {arXiv},
eprint = {2010.12809},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13070,
author = {Shahar Hoory and
Tzvika Shapira and
Asaf Shabtai and
Yuval Elovici},
title = {Dynamic Adversarial Patch for Evading Object Detection Models},
journal = {CoRR},
volume = {abs/2010.13070},
year = {2020},
url = {https://arxiv.org/abs/2010.13070},
eprinttype = {arXiv},
eprint = {2010.13070},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13149,
author = {Nir Regev and
Lior Rokach and
Asaf Shabtai},
title = {Approximating Aggregated {SQL} Queries With {LSTM} Networks},
journal = {CoRR},
volume = {abs/2010.13149},
year = {2020},
url = {https://arxiv.org/abs/2010.13149},
eprinttype = {arXiv},
eprint = {2010.13149},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16323,
author = {Tzvika Shapira and
David Berend and
Ishai Rosenberg and
Yang Liu and
Asaf Shabtai and
Yuval Elovici},
title = {Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers},
journal = {CoRR},
volume = {abs/2010.16323},
year = {2020},
url = {https://arxiv.org/abs/2010.16323},
eprinttype = {arXiv},
eprint = {2010.16323},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12528,
author = {Alon Zolfi and
Moshe Kravchik and
Yuval Elovici and
Asaf Shabtai},
title = {The Translucent Patch: {A} Physical and Universal Attack on Object
Detectors},
journal = {CoRR},
volume = {abs/2012.12528},
year = {2020},
url = {https://arxiv.org/abs/2012.12528},
eprinttype = {arXiv},
eprint = {2012.12528},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12537,
author = {Amit Giloni and
Edita Grolman and
Tanja Hagemann and
Ronald Fromm and
Sebastian Fischer and
Yuval Elovici and
Asaf Shabtai},
title = {{BENN:} Bias Estimation Using Deep Neural Network},
journal = {CoRR},
volume = {abs/2012.12537},
year = {2020},
url = {https://arxiv.org/abs/2012.12537},
eprinttype = {arXiv},
eprint = {2012.12537},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15740,
author = {Moshe Kravchik and
Battista Biggio and
Asaf Shabtai},
title = {Poisoning Attacks on Cyber Attack Detectors for Industrial Control
Systems},
journal = {CoRR},
volume = {abs/2012.15740},
year = {2020},
url = {https://arxiv.org/abs/2012.15740},
eprinttype = {arXiv},
eprint = {2012.15740},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/NassiMNSE20,
author = {Ben Nassi and
Yair Meidan and
Dudi Nassi and
Asaf Shabtai and
Yuval Elovici},
title = {Botnet {IND:} About Botnets of Botless IoT Devices},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {1518},
year = {2020},
url = {https://eprint.iacr.org/2020/1518},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iacr/NassiMNSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HazanS19,
author = {Itay Hazan and
Asaf Shabtai},
title = {Improving Grid-Based Location Prediction Algorithms by Speed and Direction
Based Boosting},
journal = {{IEEE} Access},
volume = {7},
pages = {21211--21219},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2894809},
doi = {10.1109/ACCESS.2019.2894809},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/HazanS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adhoc/SchweitzerSHMS19,
author = {Nadav Schweitzer and
Ariel Stulman and
Tirza Hirst and
Roy David Margalit and
Asaf Shabtai},
title = {Network bottlenecks in {OLSR} based ad-hoc networks},
journal = {Ad Hoc Networks},
volume = {88},
pages = {36--54},
year = {2019},
url = {https://doi.org/10.1016/j.adhoc.2018.12.002},
doi = {10.1016/J.ADHOC.2018.12.002},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adhoc/SchweitzerSHMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/NadlerAS19,
author = {Asaf Nadler and
Avi Aminov and
Asaf Shabtai},
title = {Detection of malicious and low throughput data exfiltration over the
{DNS} protocol},
journal = {Comput. Secur.},
volume = {80},
pages = {36--53},
year = {2019},
url = {https://doi.org/10.1016/j.cose.2018.09.006},
doi = {10.1016/J.COSE.2018.09.006},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/NadlerAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/IsraeliRS19,
author = {Abraham Israeli and
Lior Rokach and
Asaf Shabtai},
title = {Constraint learning based gradient boosting trees},
journal = {Expert Syst. Appl.},
volume = {128},
pages = {287--300},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2019.03.011},
doi = {10.1016/J.ESWA.2019.03.011},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/IsraeliRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/LeibaBYNKS19,
author = {Oded Leiba and
Ron Bitton and
Yechiav Yitzchak and
Asaf Nadler and
Davidoz Kashi and
Asaf Shabtai},
title = {IoTPatchPool: Incentivized delivery network of IoT software updates
based on proofs-of-distribution},
journal = {Pervasive Mob. Comput.},
volume = {58},
year = {2019},
url = {https://doi.org/10.1016/j.pmcj.2019.04.010},
doi = {10.1016/J.PMCJ.2019.04.010},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/percom/LeibaBYNKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/MirskyKES19,
author = {Yisroel Mirsky and
Naor Kalbo and
Yuval Elovici and
Asaf Shabtai},
title = {Vesper: Using Echo Analysis to Detect Man-in-the-Middle Attacks in
LANs},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {14},
number = {6},
pages = {1638--1653},
year = {2019},
url = {https://doi.org/10.1109/TIFS.2018.2883177},
doi = {10.1109/TIFS.2018.2883177},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/MirskyKES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/SiboniSMBMBSE19,
author = {Shachar Siboni and
Vinay Sachidananda and
Yair Meidan and
Michael Bohadana and
Yael Mathov and
Suhas Bhairav and
Asaf Shabtai and
Yuval Elovici},
title = {Security Testbed for Internet-of-Things Devices},
journal = {{IEEE} Trans. Reliab.},
volume = {68},
number = {1},
pages = {23--44},
year = {2019},
url = {https://doi.org/10.1109/TR.2018.2864536},
doi = {10.1109/TR.2018.2864536},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/SiboniSMBMBSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CohenGES19,
author = {Shai Cohen and
Tomer Gluck and
Yuval Elovici and
Asaf Shabtai},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Thorsten Holz},
title = {Security Analysis of Radar Systems},
booktitle = {Proceedings of the {ACM} Workshop on Cyber-Physical Systems Security
{\&} Privacy, CPS-SPC@CCS 2019, London, UK, November 11, 2019},
pages = {3--14},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338499.3357363},
doi = {10.1145/3338499.3357363},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/CohenGES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/InokuchiOKYSBES19,
author = {Masaki Inokuchi and
Yoshinobu Ohta and
Shunichi Kinoshita and
Tomohiko Yagyu and
Orly Stan and
Ron Bitton and
Yuval Elovici and
Asaf Shabtai},
editor = {Steven D. Galbraith and
Giovanni Russello and
Willy Susilo and
Dieter Gollmann and
Engin Kirda and
Zhenkai Liang},
title = {Design Procedure of Knowledge Base for Practical Attack Graph Generation},
booktitle = {Proceedings of the 2019 {ACM} Asia Conference on Computer and Communications
Security, AsiaCCS 2019, Auckland, New Zealand, July 09-12, 2019},
pages = {594--601},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321705.3329853},
doi = {10.1145/3321705.3329853},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/InokuchiOKYSBES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AfrozBCES19,
author = {Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
XiaoFeng Wang and
Jonathan Katz},
title = {AISec'19: 12th {ACM} Workshop on Artificial Intelligence and Security},
booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2019, London, UK, November 11-15, 2019},
pages = {2707--2708},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319535.3353556},
doi = {10.1145/3319535.3353556},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AfrozBCES19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/TambeASOTSE19,
author = {Amit Tambe and
Yan Lin Aung and
Ragav Sridharan and
Mart{\'{\i}}n Ochoa and
Nils Ole Tippenhauer and
Asaf Shabtai and
Yuval Elovici},
editor = {Gail{-}Joon Ahn and
Bhavani Thuraisingham and
Murat Kantarcioglu and
Ram Krishnan},
title = {Detection of Threats to IoT Devices using Scalable VPN-forwarded Honeypots},
booktitle = {Proceedings of the Ninth {ACM} Conference on Data and Application
Security and Privacy, {CODASPY} 2019, Richardson, TX, USA, March 25-27,
2019},
pages = {85--96},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292006.3300024},
doi = {10.1145/3292006.3300024},
timestamp = {Wed, 29 Jun 2022 15:37:41 +0200},
biburl = {https://dblp.org/rec/conf/codaspy/TambeASOTSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/SivanBS19,
author = {Nir Sivan and
Ron Bitton and
Asaf Shabtai},
title = {Analysis of Location Data Leakage in the Internet Traffic of Android-based
Mobile Devices},
booktitle = {22nd International Symposium on Research in Attacks, Intrusions and
Defenses, {RAID} 2019, Chaoyang District, Beijing, China, September
23-25, 2019},
pages = {243--260},
publisher = {{USENIX} Association},
year = {2019},
url = {https://www.usenix.org/conference/raid2019/presentation/sivan},
timestamp = {Wed, 10 Feb 2021 22:02:04 +0100},
biburl = {https://dblp.org/rec/conf/raid/SivanBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaccs/SiboniGSE19,
author = {Shachar Siboni and
Chanan Glezer and
Asaf Shabtai and
Yuval Elovici},
editor = {Guojun Wang and
Jun Feng and
Md. Zakirul Alam Bhuiyan and
Rongxing Lu},
title = {A Weighted Risk Score Model for IoT Devices},
booktitle = {Security, Privacy, and Anonymity in Computation, Communication, and
Storage - SpaCCS 2019 International Workshops, Atlanta, GA, USA, July
14-17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11637},
pages = {20--34},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-24900-7\_2},
doi = {10.1007/978-3-030-24900-7\_2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spaccs/SiboniGSE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wisec/AgmonSP19,
author = {Noga Agmon and
Asaf Shabtai and
Rami Puzis},
title = {Deployment optimization of IoT devices through attack graph analysis},
booktitle = {Proceedings of the 12th Conference on Security and Privacy in Wireless
and Mobile Networks, WiSec 2019, Miami, Florida, USA, May 15-17, 2019},
pages = {192--202},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3317549.3323411},
doi = {10.1145/3317549.3323411},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wisec/AgmonSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2019aisec,
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501},
doi = {10.1145/3338501},
isbn = {978-1-4503-6833-9},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2019aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esorics/2018issa,
editor = {Brahim Hamid and
Barbara Gallina and
Asaf Shabtai and
Yuval Elovici and
Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro},
title = {Security and Safety Interplay of Intelligent Software Systems - {ESORICS}
2018 International Workshops, ISSA/CSITS@ESORICS 2018, Barcelona,
Spain, September 6-7, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11552},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16874-2},
doi = {10.1007/978-3-030-16874-2},
isbn = {978-3-030-16873-5},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esorics/2018issa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09963,
author = {Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {Defense Methods Against Adversarial Examples for Recurrent Neural
Networks},
journal = {CoRR},
volume = {abs/1901.09963},
year = {2019},
url = {http://arxiv.org/abs/1901.09963},
eprinttype = {arXiv},
eprint = {1901.09963},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08909,
author = {Lior Sidi and
Asaf Nadler and
Asaf Shabtai},
title = {MaskDGA: {A} Black-box Evasion Technique Against {DGA} Classifiers
and Adversarial Defenses},
journal = {CoRR},
volume = {abs/1902.08909},
year = {2019},
url = {http://arxiv.org/abs/1902.08909},
eprinttype = {arXiv},
eprint = {1902.08909},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05155,
author = {Ben Nassi and
Asaf Shabtai and
Ryusuke Masuoka and
Yuval Elovici},
title = {SoK - Security and Privacy in the Age of Drones: Threats, Challenges,
Solution Mechanisms, and Scientific Gaps},
journal = {CoRR},
volume = {abs/1903.05155},
year = {2019},
url = {http://arxiv.org/abs/1903.05155},
eprinttype = {arXiv},
eprint = {1903.05155},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05853,
author = {Noga Agmon and
Asaf Shabtai and
Rami Puzis},
title = {Deployment Optimization of IoT Devices through Attack Graph Analysis},
journal = {CoRR},
volume = {abs/1904.05853},
year = {2019},
url = {http://arxiv.org/abs/1904.05853},
eprinttype = {arXiv},
eprint = {1904.05853},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10517,
author = {Yoni Birman and
Shaked Hindi and
Gilad Katz and
Asaf Shabtai},
title = {{ASPIRE:} Automated Security Policy Implementation Using Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1905.10517},
year = {2019},
url = {http://arxiv.org/abs/1905.10517},
eprinttype = {arXiv},
eprint = {1905.10517},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13430,
author = {Yair Meidan and
Vinay Sachidananda and
Yuval Elovici and
Asaf Shabtai},
title = {Privacy-Preserving Detection of IoT Devices Connected Behind a {NAT}
in a Smart Home Setup},
journal = {CoRR},
volume = {abs/1905.13430},
year = {2019},
url = {http://arxiv.org/abs/1905.13430},
eprinttype = {arXiv},
eprint = {1905.13430},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07921,
author = {Sefi Akerman and
Edan Habler and
Asaf Shabtai},
title = {VizADS-B: Analyzing Sequences of {ADS-B} Images Using Explainable
Convolutional {LSTM} Encoder-Decoder to Detect Cyber Attacks},
journal = {CoRR},
volume = {abs/1906.07921},
year = {2019},
url = {http://arxiv.org/abs/1906.07921},
eprinttype = {arXiv},
eprint = {1906.07921},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09786,
author = {Orly Stan and
Ron Bitton and
Michal Ezrets and
Moran Dadon and
Masaki Inokuchi and
Yoshinobu Ohta and
Yoshiyuki Yamada and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
title = {Extending Attack Graphs to Represent Cyber-Attacks in Communication
Protocols and Modern {IT} Networks},
journal = {CoRR},
volume = {abs/1906.09786},
year = {2019},
url = {http://arxiv.org/abs/1906.09786},
eprinttype = {arXiv},
eprint = {1906.09786},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10229,
author = {Ron Bitton and
Kobi Boymgold and
Rami Puzis and
Asaf Shabtai},
title = {Evaluating the Information Security Awareness of Smartphone Users},
journal = {CoRR},
volume = {abs/1906.10229},
year = {2019},
url = {http://arxiv.org/abs/1906.10229},
eprinttype = {arXiv},
eprint = {1906.10229},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10922,
author = {Yael Mathov and
Noga Agmon and
Asaf Shabtai and
Rami Puzis and
Nils Ole Tippenhauer and
Yuval Elovici},
title = {Challenges for Security Assessment of Enterprises in the IoT Era},
journal = {CoRR},
volume = {abs/1906.10922},
year = {2019},
url = {http://arxiv.org/abs/1906.10922},
eprinttype = {arXiv},
eprint = {1906.10922},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10943,
author = {Orly Stan and
Ron Bitton and
Michal Ezrets and
Moran Dadon and
Masaki Inokuchi and
Yoshinobu Ohta and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
title = {Heuristic Approach Towards Countermeasure Selection using Attack Graphs},
journal = {CoRR},
volume = {abs/1906.10943},
year = {2019},
url = {http://arxiv.org/abs/1906.10943},
eprinttype = {arXiv},
eprint = {1906.10943},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01216,
author = {Moshe Kravchik and
Asaf Shabtai},
title = {Efficient Cyber Attacks Detection in Industrial Control Systems Using
Lightweight Neural Networks},
journal = {CoRR},
volume = {abs/1907.01216},
year = {2019},
url = {http://arxiv.org/abs/1907.01216},
eprinttype = {arXiv},
eprint = {1907.01216},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06921,
author = {Sofia Belikovetsky and
Oded Leiba and
Asaf Shabtai and
Yuval Elovici},
title = {3D Marketplace: Distributed Attestation of 3D Designs on Blockchain},
journal = {CoRR},
volume = {abs/1908.06921},
year = {2019},
url = {http://arxiv.org/abs/1908.06921},
eprinttype = {arXiv},
eprint = {1908.06921},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03418,
author = {Gil Fidel and
Ron Bitton and
Asaf Shabtai},
title = {When Explainability Meets Adversarial Learning: Detecting Adversarial
Examples using {SHAP} Signatures},
journal = {CoRR},
volume = {abs/1909.03418},
year = {2019},
url = {http://arxiv.org/abs/1909.03418},
eprinttype = {arXiv},
eprint = {1909.03418},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10749,
author = {Naor Kalbo and
Yisroel Mirsky and
Asaf Shabtai and
Yuval Elovici},
title = {The Security of IP-based Video Surveillance Systems},
journal = {CoRR},
volume = {abs/1910.10749},
year = {2019},
url = {http://arxiv.org/abs/1910.10749},
eprinttype = {arXiv},
eprint = {1910.10749},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/BittonFSPRS18,
author = {Ron Bitton and
Andrey Finkelshtein and
Lior Sidi and
Rami Puzis and
Lior Rokach and
Asaf Shabtai},
title = {Taxonomy of mobile users' security awareness},
journal = {Comput. Secur.},
volume = {73},
pages = {266--293},
year = {2018},
url = {https://doi.org/10.1016/j.cose.2017.10.015},
doi = {10.1016/J.COSE.2017.10.015},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/BittonFSPRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/HablerS18,
author = {Edan Habler and
Asaf Shabtai},
title = {Using {LSTM} encoder-decoder algorithm for detecting anomalous {ADS-B}
messages},
journal = {Comput. Secur.},
volume = {78},
pages = {155--173},
year = {2018},
url = {https://doi.org/10.1016/j.cose.2018.07.004},
doi = {10.1016/J.COSE.2018.07.004},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/HablerS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/GrolmanFPSCKR18,
author = {Edita Grolman and
Andrey Finkelshtein and
Rami Puzis and
Asaf Shabtai and
Gershon Celniker and
Ziv Katzir and
Liron Rosenfeld},
title = {Transfer Learning for User Action Identication in Mobile Apps via
Encrypted Trafc Analysis},
journal = {{IEEE} Intell. Syst.},
volume = {33},
number = {2},
pages = {40--53},
year = {2018},
url = {https://doi.org/10.1109/MIS.2018.111145120},
doi = {10.1109/MIS.2018.111145120},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/GrolmanFPSCKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pervasive/MeidanBMMSBE18,
author = {Yair Meidan and
Michael Bohadana and
Yael Mathov and
Yisroel Mirsky and
Asaf Shabtai and
Dominik Breitenbacher and
Yuval Elovici},
title = {N-BaIoT - Network-Based Detection of IoT Botnet Attacks Using Deep
Autoencoders},
journal = {{IEEE} Pervasive Comput.},
volume = {17},
number = {3},
pages = {12--22},
year = {2018},
url = {https://doi.org/10.1109/MPRV.2018.03367731},
doi = {10.1109/MPRV.2018.03367731},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pervasive/MeidanBMMSBE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/KatzCS18,
author = {Gilad Katz and
Cornelia Caragea and
Asaf Shabtai},
title = {Vertical Ensemble Co-Training for Text Classification},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {2},
pages = {21:1--21:23},
year = {2018},
url = {https://doi.org/10.1145/3137114},
doi = {10.1145/3137114},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/KatzCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ParadiseCSP18,
author = {Abigail Paradise and
Dvir Cohen and
Asaf Shabtai and
Rami Puzis},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {ProfileGen: Generation of Automatic and Realistic Artificial Profiles},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {581--583},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508242},
doi = {10.1109/ASONAM.2018.8508242},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ParadiseCSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KravchikS18,
author = {Moshe Kravchik and
Asaf Shabtai},
editor = {David Lie and
Mohammad Mannan},
title = {Detecting Cyber Attacks in Industrial Control Systems Using Convolutional
Neural Networks},
booktitle = {Proceedings of the 2018 Workshop on Cyber-Physical Systems Security
and PrivaCy, CPS-SPC@CCS 2018, Toronto, ON, Canada, October 19, 2018},
pages = {72--83},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3264888.3264896},
doi = {10.1145/3264888.3264896},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KravchikS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AfrozBEFS18,
author = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
editor = {David Lie and
Mohammad Mannan and
Michael Backes and
XiaoFeng Wang},
title = {11th International Workshop on Artificial Intelligence and Security
(AISec 2018)},
booktitle = {Proceedings of the 2018 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2018, Toronto, ON, Canada, October
15-19, 2018},
pages = {2166--2167},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243734.3243872},
doi = {10.1145/3243734.3243872},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AfrozBEFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Shabtai18,
author = {Asaf Shabtai},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: {AI} for Detecting Software Vulnerabilities},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285950},
doi = {10.1145/3285950},
timestamp = {Tue, 07 Mar 2023 16:37:45 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Shabtai18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Shabtai18a,
author = {Asaf Shabtai},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: {AI} for Detecting Attacks},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285951},
doi = {10.1145/3285951},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Shabtai18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/StanCES18,
author = {Orly Stan and
Adi Cohen and
Yuval Elovici and
Asaf Shabtai},
editor = {Brahim Hamid and
Barbara Gallina and
Asaf Shabtai and
Yuval Elovici and
Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro},
title = {On the Security of {MIL-STD-1553} Communication Bus},
booktitle = {Security and Safety Interplay of Intelligent Software Systems - {ESORICS}
2018 International Workshops, ISSA/CSITS@ESORICS 2018, Barcelona,
Spain, September 6-7, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11552},
pages = {153--171},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-16874-2\_11},
doi = {10.1007/978-3-030-16874-2\_11},
timestamp = {Fri, 27 Dec 2019 21:19:58 +0100},
biburl = {https://dblp.org/rec/conf/esorics/StanCES18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/BittonGSIOYYES18,
author = {Ron Bitton and
Tomer Gluck and
Orly Stan and
Masaki Inokuchi and
Yoshinobu Ohta and
Yoshiyuki Yamada and
Tomohiko Yagyu and
Yuval Elovici and
Asaf Shabtai},
editor = {Javier L{\'{o}}pez and
Jianying Zhou and
Miguel Soriano},
title = {Deriving a Cost-Effective Digital Twin of an {ICS} to Facilitate Security
Evaluation},
booktitle = {Computer Security - 23rd European Symposium on Research in Computer
Security, {ESORICS} 2018, Barcelona, Spain, September 3-7, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11098},
pages = {533--554},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99073-6\_26},
doi = {10.1007/978-3-319-99073-6\_26},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/esorics/BittonGSIOYYES18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/LeibaYBNS18,
author = {Oded Leiba and
Yechiav Yitzchak and
Ron Bitton and
Asaf Nadler and
Asaf Shabtai},
title = {Incentivized Delivery Network of IoT Software Updates Based on Trustless
Proof-of-Distribution},
booktitle = {2018 {IEEE} European Symposium on Security and Privacy Workshops,
EuroS{\&}P Workshops 2018, London, United Kingdom, April 23-27,
2018},
pages = {29--39},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/EuroSPW.2018.00011},
doi = {10.1109/EUROSPW.2018.00011},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/eurosp/LeibaYBNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/MirskyDES18,
author = {Yisroel Mirsky and
Tomer Doitshman and
Yuval Elovici and
Asaf Shabtai},
title = {Kitsune: An Ensemble of Autoencoders for Online Network Intrusion
Detection},
booktitle = {25th Annual Network and Distributed System Security Symposium, {NDSS}
2018, San Diego, California, USA, February 18-21, 2018},
publisher = {The Internet Society},
year = {2018},
url = {https://www.ndss-symposium.org/wp-content/uploads/2018/02/ndss2018\_03A-3\_Mirsky\_paper.pdf},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/MirskyDES18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/RosenbergSRE18,
author = {Ishai Rosenberg and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
editor = {Michael D. Bailey and
Thorsten Holz and
Manolis Stamatogiannakis and
Sotiris Ioannidis},
title = {Generic Black-Box End-to-End Attack Against State of the Art {API}
Call Based Malware Classifiers},
booktitle = {Research in Attacks, Intrusions, and Defenses - 21st International
Symposium, {RAID} 2018, Heraklion, Crete, Greece, September 10-12,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11050},
pages = {490--510},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00470-5\_23},
doi = {10.1007/978-3-030-00470-5\_23},
timestamp = {Mon, 20 Nov 2023 09:00:29 +0100},
biburl = {https://dblp.org/rec/conf/raid/RosenbergSRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/SiboniSE18,
author = {Shachar Siboni and
Asaf Shabtai and
Yuval Elovici},
editor = {Hisham M. Haddad and
Roger L. Wainwright and
Richard Chbeir},
title = {Leaking data from enterprise networks using a compromised smartwatch
device},
booktitle = {Proceedings of the 33rd Annual {ACM} Symposium on Applied Computing,
{SAC} 2018, Pau, France, April 09-13, 2018},
pages = {741--750},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3167132.3167214},
doi = {10.1145/3167132.3167214},
timestamp = {Wed, 25 Sep 2019 18:12:13 +0200},
biburl = {https://dblp.org/rec/conf/sac/SiboniSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2018aisec,
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3270101},
isbn = {978-1-4503-6004-3},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2018aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/ParadisePS18,
author = {Abigail Paradise and
Rami Puzis and
Asaf Shabtai},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Socialbots},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_110212},
doi = {10.1007/978-1-4939-7131-2\_110212},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/ParadisePS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/MeidanBMMBSS18,
author = {Yair Meidan and
Michael Bohadana and
Yael Mathov and
Yisroel Mirsky and
Dominik Breitenbacher and
Asaf and
Asaf Shabtai},
title = {detection{\_}of{\_}IoT{\_}botnet{\_}attacks{\_}N{\_}BaIoT},
publisher = {{UCI} Machine Learning Repository},
year = {2018},
month = mar,
howpublished = {\url{https://doi.org/10.24432/C5RC8J}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5RC8J},
doi = {10.24432/C5RC8J},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/MeidanBMMBSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09089,
author = {Yisroel Mirsky and
Tomer Doitshman and
Yuval Elovici and
Asaf Shabtai},
title = {Kitsune: An Ensemble of Autoencoders for Online Network Intrusion
Detection},
journal = {CoRR},
volume = {abs/1802.09089},
year = {2018},
url = {http://arxiv.org/abs/1802.09089},
eprinttype = {arXiv},
eprint = {1802.09089},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02560,
author = {Yisroel Mirsky and
Naor Kalbo and
Yuval Elovici and
Asaf Shabtai},
title = {Vesper: Using Echo-Analysis to Detect Man-in-the-Middle Attacks in
LANs},
journal = {CoRR},
volume = {abs/1803.02560},
year = {2018},
url = {http://arxiv.org/abs/1803.02560},
eprinttype = {arXiv},
eprint = {1803.02560},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-08778,
author = {Ishai Rosenberg and
Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {Low Resource Black-Box End-to-End Attack Against State of the Art
{API} Call Based Malware Classifiers},
journal = {CoRR},
volume = {abs/1804.08778},
year = {2018},
url = {http://arxiv.org/abs/1804.08778},
eprinttype = {arXiv},
eprint = {1804.08778},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-08778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03409,
author = {Yair Meidan and
Michael Bohadana and
Yael Mathov and
Yisroel Mirsky and
Dominik Breitenbacher and
Asaf Shabtai and
Yuval Elovici},
title = {N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep
Autoencoders},
journal = {CoRR},
volume = {abs/1805.03409},
year = {2018},
url = {http://arxiv.org/abs/1805.03409},
eprinttype = {arXiv},
eprint = {1805.03409},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04282,
author = {Oded Leiba and
Yechiav Yitzchak and
Ron Bitton and
Asaf Nadler and
Asaf Shabtai},
title = {Incentivized Delivery Network of IoT Software Updates Based on Trustless
Proof-of-Distribution},
journal = {CoRR},
volume = {abs/1805.04282},
year = {2018},
url = {http://arxiv.org/abs/1805.04282},
eprinttype = {arXiv},
eprint = {1805.04282},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04850,
author = {Omer Shwartz and
Amir Cohen and
Asaf Shabtai and
Yossi Oren},
title = {Shattered Trust: When Replacement Smartphone Components Attack},
journal = {CoRR},
volume = {abs/1805.04850},
year = {2018},
url = {http://arxiv.org/abs/1805.04850},
eprinttype = {arXiv},
eprint = {1805.04850},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08110,
author = {Moshe Kravchik and
Asaf Shabtai},
title = {Anomaly detection; Industrial control systems; convolutional neural
networks},
journal = {CoRR},
volume = {abs/1806.08110},
year = {2018},
url = {http://arxiv.org/abs/1806.08110},
eprinttype = {arXiv},
eprint = {1806.08110},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00125,
author = {Abigail Paradise and
Dvir Cohen and
Asaf Shabtai and
Rami Puzis},
title = {Generation of Automatic and Realistic Artificial Profiles},
journal = {CoRR},
volume = {abs/1807.00125},
year = {2018},
url = {http://arxiv.org/abs/1807.00125},
eprinttype = {arXiv},
eprint = {1807.00125},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02131,
author = {Ben Nassi and
Moshe Sror and
Ido Lavi and
Yair Meidan and
Asaf Shabtai and
Yuval Elovici},
title = {Piping Botnet - Turning Green Technology into a Water Disaster},
journal = {CoRR},
volume = {abs/1808.02131},
year = {2018},
url = {http://arxiv.org/abs/1808.02131},
eprinttype = {arXiv},
eprint = {1808.02131},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05221,
author = {Yotam Intrator and
Gilad Katz and
Asaf Shabtai},
title = {{MDGAN:} Boosting Anomaly Detection Using Multi-Discriminator Generative
Adversarial Networks},
journal = {CoRR},
volume = {abs/1810.05221},
year = {2018},
url = {http://arxiv.org/abs/1810.05221},
eprinttype = {arXiv},
eprint = {1810.05221},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-04829,
author = {Nir Sivan and
Ron Bitton and
Asaf Shabtai},
title = {Analysis of Location Data Leakage in the Internet Traffic of Android-based
Mobile Devices},
journal = {CoRR},
volume = {abs/1812.04829},
year = {2018},
url = {http://arxiv.org/abs/1812.04829},
eprinttype = {arXiv},
eprint = {1812.04829},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-04829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/OfekRSS17,
author = {Nir Ofek and
Lior Rokach and
Roni Stern and
Asaf Shabtai},
title = {Fast-CBUS: {A} fast clustering-based undersampling method for addressing
the class imbalance problem},
journal = {Neurocomputing},
volume = {243},
pages = {88--102},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.03.011},
doi = {10.1016/J.NEUCOM.2017.03.011},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/OfekRSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/Greenstein-Messica17,
author = {Asnat Greenstein{-}Messica and
Lior Rokach and
Asaf Shabtai},
title = {Personal-discount sensitivity prediction for mobile coupon conversion
optimization},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {68},
number = {8},
pages = {1940--1952},
year = {2017},
url = {https://doi.org/10.1002/asi.23838},
doi = {10.1002/ASI.23838},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/Greenstein-Messica17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/MirskySSER17,
author = {Yisroel Mirsky and
Asaf Shabtai and
Bracha Shapira and
Yuval Elovici and
Lior Rokach},
title = {Anomaly detection for smartphone data streams},
journal = {Pervasive Mob. Comput.},
volume = {35},
pages = {83--107},
year = {2017},
url = {https://doi.org/10.1016/j.pmcj.2016.07.006},
doi = {10.1016/J.PMCJ.2016.07.006},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/percom/MirskySSER17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/HazanS17,
author = {Itay Hazan and
Asaf Shabtai},
title = {Dynamic radius and confidence prediction in grid-based location prediction
algorithms},
journal = {Pervasive Mob. Comput.},
volume = {42},
pages = {265--284},
year = {2017},
url = {https://doi.org/10.1016/j.pmcj.2017.10.007},
doi = {10.1016/J.PMCJ.2017.10.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/percom/HazanS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ParadiseSPEERP17,
author = {Abigail Paradise and
Asaf Shabtai and
Rami Puzis and
Aviad Elyashar and
Yuval Elovici and
Mehran Roshandel and
Christoph Peylo},
title = {Creation and Management of Social Network Honeypots for Detecting
Targeted Cyber Attacks},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {4},
number = {3},
pages = {65--79},
year = {2017},
url = {https://doi.org/10.1109/TCSS.2017.2719705},
doi = {10.1109/TCSS.2017.2719705},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/ParadiseSPEERP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/SchweitzerSMS17,
author = {Nadav Schweitzer and
Ariel Stulman and
Roy David Margalit and
Asaf Shabtai},
title = {Contradiction Based Gray-Hole Attack Minimization for Ad-Hoc Networks},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {16},
number = {8},
pages = {2174--2183},
year = {2017},
url = {https://doi.org/10.1109/TMC.2016.2622707},
doi = {10.1109/TMC.2016.2622707},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/SchweitzerSMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SachidanandaSST17,
author = {Vinay Sachidananda and
Shachar Siboni and
Asaf Shabtai and
Jinghui Toh and
Suhas Bhairav and
Yuval Elovici},
editor = {Richard Chow and
G{\"{o}}kay Saldamli},
title = {Let the Cat Out of the Bag: {A} Holistic Approach Towards Security
Analysis of the Internet of Things},
booktitle = {Proceedings of the 3rd {ACM} International Workshop on IoT Privacy,
Trust, and Security, IoTPTS@AsiaCCS 2017, Abu Dhabi, United Arab Emirates,
April 2, 2017},
pages = {3--10},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055245.3055251},
doi = {10.1145/3055245.3055251},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SachidanandaSST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GuarnizoTBOTSE17,
author = {Juan David Guarnizo and
Amit Tambe and
Suman Sankar Bhunia and
Mart{\'{\i}}n Ochoa and
Nils Ole Tippenhauer and
Asaf Shabtai and
Yuval Elovici},
editor = {Jianying Zhou and
Ernesto Damiani},
title = {{SIPHON:} Towards Scalable High-Interaction Physical Honeypots},
booktitle = {Proceedings of the 3rd {ACM} Workshop on Cyber-Physical System Security,
CPSS@AsiaCCS 2017, Abu Dhabi, United Arab Emirates, April 2, 2017},
pages = {57--68},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055186.3055192},
doi = {10.1145/3055186.3055192},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GuarnizoTBOTSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/ShwartzSSO17,
author = {Omer Shwartz and
Guy Shitrit and
Asaf Shabtai and
Yossi Oren},
title = {From Smashed Screens to Smashed Stacks: Attacking Mobile Phones Using
Malicious Aftermarket Parts},
booktitle = {2017 {IEEE} European Symposium on Security and Privacy Workshops,
EuroS{\&}P Workshops 2017, Paris, France, April 26-28, 2017},
pages = {94--98},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EuroSPW.2017.57},
doi = {10.1109/EUROSPW.2017.57},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/eurosp/ShwartzSSO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/GluckPOS17,
author = {Tomer Gluck and
Rami Puzis and
Yossi Oren and
Asaf Shabtai},
title = {The Curious Case of the Curious Case: Detecting Touchscreen Events
Using a Smartphone Protective Case},
booktitle = {2017 {IEEE} European Symposium on Security and Privacy Workshops,
EuroS{\&}P Workshops 2017, Paris, France, April 26-28, 2017},
pages = {99--103},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/EuroSPW.2017.58},
doi = {10.1109/EUROSPW.2017.58},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosp/GluckPOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hase/BitonFESSTK17,
author = {Ron Biton and
Clint Feher and
Yuval Elovici and
Asaf Shabtai and
Gaby Shugol and
Raz Tikochinski and
Shachar Kur},
title = {A Proxy-Based Solution for Securiting Remote Desktop Connections in
Mission-Critical Systems},
booktitle = {18th {IEEE} International Symposium on High Assurance Systems Engineering,
{HASE} 2017, Singapore, January 12-14, 2017},
pages = {153--156},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/HASE.2017.38},
doi = {10.1109/HASE.2017.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hase/BitonFESSTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/MeidanBSGOTE17,
author = {Yair Meidan and
Michael Bohadana and
Asaf Shabtai and
Juan David Guarnizo and
Mart{\'{\i}}n Ochoa and
Nils Ole Tippenhauer and
Yuval Elovici},
editor = {Ahmed Seffah and
Birgit Penzenstadler and
Carina Alves and
Xin Peng},
title = {ProfilIoT: a machine learning approach for IoT device identification
based on network traffic analysis},
booktitle = {Proceedings of the Symposium on Applied Computing, {SAC} 2017, Marrakech,
Morocco, April 3-7, 2017},
pages = {506--509},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3019612.3019878},
doi = {10.1145/3019612.3019878},
timestamp = {Wed, 01 Feb 2023 17:58:48 +0100},
biburl = {https://dblp.org/rec/conf/sac/MeidanBSGOTE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/woot/ShwartzCSO17,
author = {Omer Shwartz and
Amir Cohen and
Asaf Shabtai and
Yossi Oren},
editor = {William Enck and
Collin Mulliner},
title = {Shattered Trust: When Replacement Smartphone Components Attack},
booktitle = {11th {USENIX} Workshop on Offensive Technologies, {WOOT} 2017, Vancouver,
BC, Canada, August 14-15, 2017},
publisher = {{USENIX} Association},
year = {2017},
url = {https://www.usenix.org/conference/woot17/workshop-program/presentation/shwartz},
timestamp = {Mon, 01 Feb 2021 08:41:51 +0100},
biburl = {https://dblp.org/rec/conf/woot/ShwartzCSO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FinkelsteinBPS17,
author = {Andrey Finkelstein and
Ron Biton and
Rami Puzis and
Asaf Shabtai},
title = {Classification of Smartphone Users Using Internet Traffic},
journal = {CoRR},
volume = {abs/1701.00220},
year = {2017},
url = {http://arxiv.org/abs/1701.00220},
eprinttype = {arXiv},
eprint = {1701.00220},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FinkelsteinBPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuarnizoTBOTSE17,
author = {Juan Guarnizo and
Amit Tambe and
Suman Sankar Bhunia and
Mart{\'{\i}}n Ochoa and
Nils Ole Tippenhauer and
Asaf Shabtai and
Yuval Elovici},
title = {{SIPHON:} Towards Scalable High-Interaction Physical Honeypots},
journal = {CoRR},
volume = {abs/1701.02446},
year = {2017},
url = {http://arxiv.org/abs/1701.02446},
eprinttype = {arXiv},
eprint = {1701.02446},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuarnizoTBOTSE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StanESSTK17,
author = {Orly Stan and
Yuval Elovici and
Asaf Shabtai and
Gaby Shugol and
Raz Tikochinski and
Shachar Kur},
title = {Protecting Military Avionics Platforms from Attacks on {MIL-STD-1553}
Communication Bus},
journal = {CoRR},
volume = {abs/1707.05032},
year = {2017},
url = {http://arxiv.org/abs/1707.05032},
eprinttype = {arXiv},
eprint = {1707.05032},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StanESSTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RosenbergSRE17,
author = {Ishai Rosenberg and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
title = {Generic Black-Box End-to-End Attack against RNNs and Other {API} Calls
Based Malware Classifiers},
journal = {CoRR},
volume = {abs/1707.05970},
year = {2017},
url = {http://arxiv.org/abs/1707.05970},
eprinttype = {arXiv},
eprint = {1707.05970},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RosenbergSRE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-04647,
author = {Yair Meidan and
Michael Bohadana and
Asaf Shabtai and
Mart{\'{\i}}n Ochoa and
Nils Ole Tippenhauer and
Juan David Guarnizo and
Yuval Elovici},
title = {Detection of Unauthorized IoT Devices Using Machine Learning Techniques},
journal = {CoRR},
volume = {abs/1709.04647},
year = {2017},
url = {http://arxiv.org/abs/1709.04647},
eprinttype = {arXiv},
eprint = {1709.04647},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-04647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08395,
author = {Asaf Nadler and
Avi Aminov and
Asaf Shabtai},
title = {Detection of Malicious and Low Throughput Data Exfiltration Over the
{DNS} Protocol},
journal = {CoRR},
volume = {abs/1709.08395},
year = {2017},
url = {http://arxiv.org/abs/1709.08395},
eprinttype = {arXiv},
eprint = {1709.08395},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-08395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10192,
author = {Edan Habler and
Asaf Shabtai},
title = {Using {LSTM} Encoder-Decoder Algorithm for Detecting Anomalous {ADS-B}
Messages},
journal = {CoRR},
volume = {abs/1711.10192},
year = {2017},
url = {http://arxiv.org/abs/1711.10192},
eprinttype = {arXiv},
eprint = {1711.10192},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/OfekPRCHS16,
author = {Nir Ofek and
Soujanya Poria and
Lior Rokach and
Erik Cambria and
Amir Hussain and
Asaf Shabtai},
title = {Unsupervised Commonsense Knowledge Enrichment for Domain-Specific
Sentiment Analysis},
journal = {Cogn. Comput.},
volume = {8},
number = {3},
pages = {467--477},
year = {2016},
url = {https://doi.org/10.1007/s12559-015-9375-3},
doi = {10.1007/S12559-015-9375-3},
timestamp = {Tue, 25 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/OfekPRCHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/secinf/NissimCMSEBE16,
author = {Nir Nissim and
Aviad Cohen and
Robert Moskovitch and
Asaf Shabtai and
Matan Edri and
Oren Bar{-}Ad and
Yuval Elovici},
title = {Keeping pace with the creation of new malicious {PDF} files using
an active-learning based detection framework},
journal = {Secur. Informatics},
volume = {5},
number = {1},
pages = {1},
year = {2016},
url = {https://doi.org/10.1186/s13388-016-0026-3},
doi = {10.1186/S13388-016-0026-3},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/secinf/NissimCMSEBE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tissec/ShabtaiBRGES16,
author = {Asaf Shabtai and
Maya Bercovitch and
Lior Rokach and
Ya'akov (Kobi) Gal and
Yuval Elovici and
Erez Shmueli},
title = {Behavioral Study of Users When Interacting with Active Honeytokens},
journal = {{ACM} Trans. Inf. Syst. Secur.},
volume = {18},
number = {3},
pages = {9:1--9:21},
year = {2016},
url = {https://doi.org/10.1145/2854152},
doi = {10.1145/2854152},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tissec/ShabtaiBRGES16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/SchweitzerSSM16,
author = {Nadav Schweitzer and
Ariel Stulman and
Asaf Shabtai and
Roy David Margalit},
title = {Mitigating Denial of Service Attacks in {OLSR} Protocol Using Fictitious
Nodes},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {15},
number = {1},
pages = {163--172},
year = {2016},
url = {https://doi.org/10.1109/TMC.2015.2409877},
doi = {10.1109/TMC.2015.2409877},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/SchweitzerSSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/SiboniSTLE16,
author = {Shachar Siboni and
Asaf Shabtai and
Nils Ole Tippenhauer and
Jemin Lee and
Yuval Elovici},
title = {Advanced Security Testbed Framework for Wearable IoT Devices},
journal = {{ACM} Trans. Internet Techn.},
volume = {16},
number = {4},
pages = {26:1--26:25},
year = {2016},
url = {https://doi.org/10.1145/2981546},
doi = {10.1145/2981546},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/toit/SiboniSTLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MirskySRSE16,
author = {Yisroel Mirsky and
Asaf Shabtai and
Lior Rokach and
Bracha Shapira and
Yuval Elovici},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {SherLock vs Moriarty: {A} Smartphone Dataset for Cybersecurity Research},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {1--12},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996764},
doi = {10.1145/2996758.2996764},
timestamp = {Mon, 26 Jun 2023 20:41:47 +0200},
biburl = {https://dblp.org/rec/conf/ccs/MirskySRSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SachidanandaTSS16,
author = {Vinay Sachidananda and
Jinghui Toh and
Shachar Siboni and
Asaf Shabtai and
Yuval Elovici},
editor = {Edgar R. Weippl and
Stefan Katzenbeisser and
Christopher Kruegel and
Andrew C. Myers and
Shai Halevi},
title = {{POSTER:} Towards Exposing Internet of Things: {A} Roadmap},
booktitle = {Proceedings of the 2016 {ACM} {SIGSAC} Conference on Computer and
Communications Security, Vienna, Austria, October 24-28, 2016},
pages = {1820--1822},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2976749.2989046},
doi = {10.1145/2976749.2989046},
timestamp = {Tue, 10 Nov 2020 20:00:49 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SachidanandaTSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mswim/SchweitzerSS16,
author = {Nadav Schweitzer and
Ariel Stulman and
Asaf Shabtai},
editor = {Albert Y. Zomaya and
Geyong Min and
Antonio A. F. Loureiro},
title = {Neighbor Contamination to Achieve Complete Bottleneck Control},
booktitle = {Proceedings of the 19th {ACM} International Conference on Modeling,
Analysis and Simulation of Wireless and Mobile Systems, MSWiM 2016,
Malta, November 13-17, 2016},
pages = {247--253},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2988287.2989146},
doi = {10.1145/2988287.2989146},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mswim/SchweitzerSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/FinkelshteinPSS16,
author = {Andrey Finkelshtein and
Rami Puzis and
Asaf Shabtai and
Bronislav Sidik},
editor = {Kevin S. Xu and
David Reitter and
Dongwon Lee and
Nathaniel Osgood},
title = {Spot the Hotspot: Wi-Fi Hotspot Classification from Internet Traffic},
booktitle = {Social, Cultural, and Behavioral Modeling, 9th International Conference,
SBP-BRiMS 2016, Washington, DC, USA, June 28 - July 1, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9708},
pages = {239--249},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39931-7\_23},
doi = {10.1007/978-3-319-39931-7\_23},
timestamp = {Tue, 29 Dec 2020 18:35:21 +0100},
biburl = {https://dblp.org/rec/conf/sbp-brims/FinkelshteinPSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FeherSSP16,
author = {Ben Feher and
Lior Sidi and
Asaf Shabtai and
Rami Puzis},
title = {The Security of WebRTC},
journal = {CoRR},
volume = {abs/1601.00184},
year = {2016},
url = {http://arxiv.org/abs/1601.00184},
eprinttype = {arXiv},
eprint = {1601.00184},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FeherSSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SiboniSSE16,
author = {Shachar Siboni and
Vinay Sachidananda and
Asaf Shabtai and
Yuval Elovici},
title = {Security Testbed for the Internet of Things},
journal = {CoRR},
volume = {abs/1610.05971},
year = {2016},
url = {http://arxiv.org/abs/1610.05971},
eprinttype = {arXiv},
eprint = {1610.05971},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SiboniSSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Shabtai16,
author = {Asaf Shabtai},
title = {Anomaly Detection Using the Knowledge-based Temporal Abstraction Method},
journal = {CoRR},
volume = {abs/1612.04804},
year = {2016},
url = {http://arxiv.org/abs/1612.04804},
eprinttype = {arXiv},
eprint = {1612.04804},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Shabtai16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BokobzaPRPSS15,
author = {Yasmin Bokobza and
Abigail Paradise and
Guy Rapaport and
Rami Puzis and
Bracha Shapira and
Asaf Shabtai},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Leak Sinks: The Threat of Targeted Social Eavesdropping},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {375--382},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2808891},
doi = {10.1145/2808797.2808891},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/BokobzaPRPSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ParadiseSP15,
author = {Abigail Paradise and
Asaf Shabtai and
Rami Puzis},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Hunting Organization-Targeted Socialbots},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {537--540},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809396},
doi = {10.1145/2808797.2809396},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/ParadiseSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/HazanS15,
author = {Itay Hazan and
Asaf Shabtai},
editor = {Aharon Abadi and
Danny Dig and
Yael Dubinsky},
title = {Noise Reduction of Mobile Sensors Data in the Prediction of Demographic
Attributes},
booktitle = {2nd {ACM} International Conference on Mobile Software Engineering
and Systems, MOBILESoft 2015, Florence, Italy, May 16-17, 2015},
pages = {117--120},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/MobileSoft.2015.25},
doi = {10.1109/MOBILESOFT.2015.25},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/HazanS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/BitonKS15,
author = {Ron Biton and
Gilad Katz and
Asaf Shabtai},
editor = {Aharon Abadi and
Danny Dig and
Yael Dubinsky},
title = {Sensor-Based Approach for Predicting Departure Time of Smartphone
Users},
booktitle = {2nd {ACM} International Conference on Mobile Software Engineering
and Systems, MOBILESoft 2015, Florence, Italy, May 16-17, 2015},
pages = {146--147},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/MobileSoft.2015.37},
doi = {10.1109/MOBILESOFT.2015.37},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/BitonKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/LivshitsMPS15,
author = {David Livshits and
Alexandra Mikityuk and
Stefan Pham and
Asaf Shabtai},
title = {Towards Security of Native {DRM} Execution in {HTML5}},
booktitle = {2015 {IEEE} International Symposium on Multimedia, {ISM} 2015, Miami,
FL, USA, December 14-16, 2015},
pages = {411--416},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ISM.2015.48},
doi = {10.1109/ISM.2015.48},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ism/LivshitsMPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secitc/MirskyCS15,
author = {Yisroel Mirsky and
Noam Cohen and
Asaf Shabtai},
editor = {Ion Bica and
David Naccache and
Emil Simion},
title = {Up-High to Down-Low: Applying Machine Learning to an Exploit Database},
booktitle = {Innovative Security Solutions for Information Technology and Communications
- 8th International Conference, {SECITC} 2015, Bucharest, Romania,
June 11-12, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9522},
pages = {184--200},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27179-8\_13},
doi = {10.1007/978-3-319-27179-8\_13},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/secitc/MirskyCS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secitc/MoradS15,
author = {Idan Morad and
Asaf Shabtai},
editor = {Ion Bica and
David Naccache and
Emil Simion},
title = {Detecting Computers in Cyber Space Maliciously Exploited as {SSH}
Proxies},
booktitle = {Innovative Security Solutions for Information Technology and Communications
- 8th International Conference, {SECITC} 2015, Bucharest, Romania,
June 11-12, 2015. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9522},
pages = {201--211},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27179-8\_14},
doi = {10.1007/978-3-319-27179-8\_14},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/secitc/MoradS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShabtaiME15,
author = {Asaf Shabtai and
Dudu Mimran and
Yuval Elovici},
title = {Evaluation of Security Solutions for Android Systems},
journal = {CoRR},
volume = {abs/1502.04870},
year = {2015},
url = {http://arxiv.org/abs/1502.04870},
eprinttype = {arXiv},
eprint = {1502.04870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShabtaiME15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ShabtaiTMRSE14,
author = {Asaf Shabtai and
Lena Tenenboim{-}Chekina and
Dudu Mimran and
Lior Rokach and
Bracha Shapira and
Yuval Elovici},
title = {Mobile malware detection through analysis of deviations in application
network behavior},
journal = {Comput. Secur.},
volume = {43},
pages = {1--18},
year = {2014},
url = {https://doi.org/10.1016/j.cose.2014.02.009},
doi = {10.1016/J.COSE.2014.02.009},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ShabtaiTMRSE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/ParadisePS14,
author = {Abigail Paradise and
Rami Puzis and
Asaf Shabtai},
title = {Anti-Reconnaissance Tools: Detecting Targeted Socialbots},
journal = {{IEEE} Internet Comput.},
volume = {18},
number = {5},
pages = {11--19},
year = {2014},
url = {https://doi.org/10.1109/MIC.2014.81},
doi = {10.1109/MIC.2014.81},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/ParadisePS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/OfekS14,
author = {Nir Ofek and
Asaf Shabtai},
title = {Dynamic Latent Expertise Mining in Social Networks},
journal = {{IEEE} Internet Comput.},
volume = {18},
number = {5},
pages = {20--27},
year = {2014},
url = {https://doi.org/10.1109/MIC.2014.83},
doi = {10.1109/MIC.2014.83},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/OfekS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/KatzSRO14,
author = {Gilad Katz and
Asaf Shabtai and
Lior Rokach and
Nir Ofek},
title = {ConfDTree: {A} Statistical Method for Improving Decision Trees},
journal = {J. Comput. Sci. Technol.},
volume = {29},
number = {3},
pages = {392--407},
year = {2014},
url = {https://doi.org/10.1007/s11390-014-1438-5},
doi = {10.1007/S11390-014-1438-5},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/KatzSRO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/VartanianS14,
author = {Arik Vartanian and
Asaf Shabtai},
title = {TM-Score: {A} Misuseability Weight Measure for Textual Content},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {9},
number = {12},
pages = {2205--2219},
year = {2014},
url = {https://doi.org/10.1109/TIFS.2014.2359370},
doi = {10.1109/TIFS.2014.2359370},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/VartanianS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DrorSRE14,
author = {Ma'ayan Dror and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
title = {{OCCT:} {A} One-Class Clustering Tree for Implementing One-to-Many
Data Linkage},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {3},
pages = {682--697},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.23},
doi = {10.1109/TKDE.2013.23},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DrorSRE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ShabtaiE14,
author = {Asaf Shabtai and
Yuval Elovici},
editor = {Gail{-}Joon Ahn and
Moti Yung and
Ninghui Li},
title = {{POSTER:} Misuseablity Analysis for {IT} Infrastructure},
booktitle = {Proceedings of the 2014 {ACM} {SIGSAC} Conference on Computer and
Communications Security, Scottsdale, AZ, USA, November 3-7, 2014},
pages = {1496--1498},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2660267.2662385},
doi = {10.1145/2660267.2662385},
timestamp = {Tue, 10 Nov 2020 20:00:23 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ShabtaiE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/NissimCMSEBE14,
author = {Nir Nissim and
Aviad Cohen and
Robert Moskovitch and
Asaf Shabtai and
Mattan Edry and
Oren Bar{-}Ad and
Yuval Elovici},
title = {{ALPD:} Active Learning Framework for Enhancing the Detection of Malicious
{PDF} Files},
booktitle = {{IEEE} Joint Intelligence and Security Informatics Conference, {JISIC}
2014, The Hague, The Netherlands, 24-26 September, 2014},
pages = {91--98},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/JISIC.2014.23},
doi = {10.1109/JISIC.2014.23},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isi/NissimCMSEBE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/KatzSR14,
author = {Gilad Katz and
Asaf Shabtai and
Lior Rokach},
editor = {Andreas Holzinger and
Igor Jurisica},
title = {Adapted Features and Instance Selection for Improving Co-training},
booktitle = {Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
- State-of-the-Art and Future Challenges},
series = {Lecture Notes in Computer Science},
volume = {8401},
pages = {81--100},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-43968-5\_5},
doi = {10.1007/978-3-662-43968-5\_5},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/series/lncs/KatzSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/ZilbermanKSE13,
author = {Polina Zilberman and
Gilad Katz and
Asaf Shabtai and
Yuval Elovici},
title = {Analyzing group E-mail exchange to detect data leakage},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {64},
number = {9},
pages = {1780--1790},
year = {2013},
url = {https://doi.org/10.1002/asi.22886},
doi = {10.1002/ASI.22886},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/ZilbermanKSE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShabtaiBRE13,
author = {Asaf Shabtai and
Maya Bercovitch and
Lior Rokach and
Yuval Elovici},
title = {Optimizing Data Misuse Detection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {3},
pages = {16:1--16:23},
year = {2013},
url = {https://doi.org/10.1145/2611520},
doi = {10.1145/2611520},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShabtaiBRE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/ShabtaiMKEVGRE13,
author = {Asaf Shabtai and
Idan Morad and
Eyal Kolman and
Ereli Eran and
Alex Vaystikh and
Eyal Gruss and
Lior Rokach and
Yuval Elovici},
title = {IP2User - Identifying the Username of an {IP} Address in Network-Related
Events},
booktitle = {{IEEE} International Congress on Big Data, BigData Congress 2013,
Santa Clara, CA, USA, June 27 2013-July 2, 2013},
pages = {435--436},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.Congress.2013.73},
doi = {10.1109/BIGDATA.CONGRESS.2013.73},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/ShabtaiMKEVGRE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MenahemSL13,
author = {Eitan Menahem and
Asaf Shabtai and
Adi Levhar},
editor = {Ahmad{-}Reza Sadeghi and
Virgil D. Gligor and
Moti Yung},
title = {Detecting malware through temporal function-based features},
booktitle = {2013 {ACM} {SIGSAC} Conference on Computer and Communications Security,
CCS'13, Berlin, Germany, November 4-8, 2013},
pages = {1379--1382},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2508859.2512505},
doi = {10.1145/2508859.2512505},
timestamp = {Tue, 10 Nov 2020 19:58:06 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MenahemSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-2028,
author = {Yuri Shapira and
Bracha Shapira and
Asaf Shabtai},
title = {Content-based data leakage detection using extended fingerprinting},
journal = {CoRR},
volume = {abs/1302.2028},
year = {2013},
url = {http://arxiv.org/abs/1302.2028},
eprinttype = {arXiv},
eprint = {1302.2028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-2028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbcs/ShabtaiER12,
author = {Asaf Shabtai and
Yuval Elovici and
Lior Rokach},
title = {A Survey of Data Leakage Detection and Prevention Solutions},
series = {Springer Briefs in Computer Science},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-2053-8},
doi = {10.1007/978-1-4614-2053-8},
isbn = {978-1-4614-2052-1},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sbcs/ShabtaiER12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ShabtaiKEGW12,
author = {Asaf Shabtai and
Uri Kanonov and
Yuval Elovici and
Chanan Glezer and
Yael Weiss},
title = {"Andromaly": a behavioral malware detection framework for
android devices},
journal = {J. Intell. Inf. Syst.},
volume = {38},
number = {1},
pages = {161--190},
year = {2012},
url = {https://doi.org/10.1007/s10844-010-0148-x},
doi = {10.1007/S10844-010-0148-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/ShabtaiKEGW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ShabtaiSE12,
author = {Asaf Shabtai and
Yuval Shahar and
Yuval Elovici},
title = {A distributed architecture for efficient parallelization and computation
of knowledge-based temporal abstractions},
journal = {J. Intell. Inf. Syst.},
volume = {39},
number = {1},
pages = {249--286},
year = {2012},
url = {https://doi.org/10.1007/s10844-011-0190-3},
doi = {10.1007/S10844-011-0190-3},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/ShabtaiSE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/secinf/ShabtaiMFDE12,
author = {Asaf Shabtai and
Robert Moskovitch and
Clint Feher and
Shlomi Dolev and
Yuval Elovici},
title = {Detecting unknown malicious code by applying classification techniques
on OpCode patterns},
journal = {Secur. Informatics},
volume = {1},
number = {1},
pages = {1},
year = {2012},
url = {https://doi.org/10.1186/2190-8532-1-1},
doi = {10.1186/2190-8532-1-1},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/secinf/ShabtaiMFDE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/HarelSRE12,
author = {Amir Harel and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
title = {M-Score: {A} Misuseability Weight Measure},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {9},
number = {3},
pages = {414--428},
year = {2012},
url = {https://doi.org/10.1109/TDSC.2012.17},
doi = {10.1109/TDSC.2012.17},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/HarelSRE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KatzSRO12,
author = {Gilad Katz and
Asaf Shabtai and
Lior Rokach and
Nir Ofek},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {ConfDTree: Improving Decision Trees Using Confidence Intervals},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {339--348},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.19},
doi = {10.1109/ICDM.2012.19},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KatzSRO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/ShabtaiPFME11,
author = {Asaf Shabtai and
Dennis Potashnik and
Yuval Fledel and
Robert Moskovitch and
Yuval Elovici},
title = {Monitoring, analysis, and filtering system for purifying network traffic
of known and unknown malicious content},
journal = {Secur. Commun. Networks},
volume = {4},
number = {8},
pages = {947--965},
year = {2011},
url = {https://doi.org/10.1002/sec.229},
doi = {10.1002/SEC.229},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/ShabtaiPFME11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ShabtaiME11,
author = {Asaf Shabtai and
Eitan Menahem and
Yuval Elovici},
title = {F-Sign: Automatic, Function-Based Signature Generation for Malware},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {41},
number = {4},
pages = {494--508},
year = {2011},
url = {https://doi.org/10.1109/TSMCC.2010.2068544},
doi = {10.1109/TSMCC.2010.2068544},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ShabtaiME11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GafnySRE11,
author = {Ma'ayan Gafny and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
editor = {Yan Chen and
George Danezis and
Vitaly Shmatikov},
title = {Poster: applying unsupervised context-based analysis for detecting
unauthorized data disclosure},
booktitle = {Proceedings of the 18th {ACM} Conference on Computer and Communications
Security, {CCS} 2011, Chicago, Illinois, USA, October 17-21, 2011},
pages = {765--768},
publisher = {{ACM}},
year = {2011},
url = {https://dl.acm.org/citation.cfm?id=2093488},
timestamp = {Tue, 10 Nov 2020 19:56:39 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GafnySRE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/ZilbermanDKES11,
author = {Polina Zilberman and
Shlomi Dolev and
Gilad Katz and
Yuval Elovici and
Asaf Shabtai},
title = {Analyzing group communication for preventing data leakage via email},
booktitle = {2011 {IEEE} International Conference on Intelligence and Security
Informatics, {ISI} 2011, Beijing, China, 10-12 July, 2011},
pages = {37--41},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISI.2011.5984047},
doi = {10.1109/ISI.2011.5984047},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isi/ZilbermanDKES11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/BercovitchRHSRE11,
author = {Maya Bercovitch and
Meir Renford and
Lior Hasson and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
title = {HoneyGen: An automated honeytokens generator},
booktitle = {2011 {IEEE} International Conference on Intelligence and Security
Informatics, {ISI} 2011, Beijing, China, 10-12 July, 2011},
pages = {131--136},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISI.2011.5984063},
doi = {10.1109/ISI.2011.5984063},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isi/BercovitchRHSRE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/HarelSRE11,
author = {Amir Harel and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
title = {Dynamic Sensitivity-Based Access Control},
booktitle = {2011 {IEEE} International Conference on Intelligence and Security
Informatics, {ISI} 2011, Beijing, China, 10-12 July, 2011},
pages = {201--203},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISI.2011.5984080},
doi = {10.1109/ISI.2011.5984080},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isi/HarelSRE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kcap/HarelSRE11,
author = {Amir Harel and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
editor = {Mark A. Musen and
{\'{O}}scar Corcho},
title = {Eliciting domain expert misuseability conceptions},
booktitle = {Proceedings of the 6th International Conference on Knowledge Capture
{(K-CAP} 2011), June 26-29, 2011, Banff, Alberta, Canada},
pages = {193--194},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1999676.1999721},
doi = {10.1145/1999676.1999721},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kcap/HarelSRE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeesp/ShabtaiFKEDG10,
author = {Asaf Shabtai and
Yuval Fledel and
Uri Kanonov and
Yuval Elovici and
Shlomi Dolev and
Chanan Glezer},
title = {Google Android: {A} Comprehensive Security Assessment},
journal = {{IEEE} Secur. Priv.},
volume = {8},
number = {2},
pages = {35--44},
year = {2010},
url = {https://doi.org/10.1109/MSP.2010.2},
doi = {10.1109/MSP.2010.2},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeesp/ShabtaiFKEDG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeesp/ShabtaiFE10,
author = {Asaf Shabtai and
Yuval Fledel and
Yuval Elovici},
title = {Securing Android-Powered Mobile Devices Using SELinux},
journal = {{IEEE} Secur. Priv.},
volume = {8},
number = {3},
pages = {36--44},
year = {2010},
url = {https://doi.org/10.1109/MSP.2009.144},
doi = {10.1109/MSP.2009.144},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeesp/ShabtaiFE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/ShabtaiKE10,
author = {Asaf Shabtai and
Uri Kanonov and
Yuval Elovici},
title = {Intrusion detection for mobile devices using the knowledge-based,
temporal abstraction method},
journal = {J. Syst. Softw.},
volume = {83},
number = {8},
pages = {1524--1537},
year = {2010},
url = {https://doi.org/10.1016/j.jss.2010.03.046},
doi = {10.1016/J.JSS.2010.03.046},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/ShabtaiKE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/virology/ShabtaiFES10,
author = {Asaf Shabtai and
Yuval Fledel and
Yuval Elovici and
Yuval Shahar},
title = {Using the {KBTA} method for inferring computer and network security
alerts from time-stamped, raw system metrics},
journal = {J. Comput. Virol.},
volume = {6},
number = {3},
pages = {239--259},
year = {2010},
url = {https://doi.org/10.1007/s11416-009-0125-5},
doi = {10.1007/S11416-009-0125-5},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/virology/ShabtaiFES10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GafnySRE10,
author = {Ma'ayan Gafny and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
editor = {Ehab Al{-}Shaer and
Brent Lagesse and
Craig A. Shue},
title = {Detecting data misuse by applying context-based data linkage},
booktitle = {Proceedings of the 2010 {ACM} workshop on Insider threats, Insider
Threats '10, Chicago, Illinois, USA, October 8, 2010},
pages = {3--12},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1866886.1866890},
doi = {10.1145/1866886.1866890},
timestamp = {Thu, 17 Feb 2022 15:07:15 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GafnySRE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HarelSRE10,
author = {Amir Harel and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
editor = {Ehab Al{-}Shaer and
Brent Lagesse and
Craig A. Shue},
title = {M-score: estimating the potential damage of data leakage incident
by assigning misuseability weight},
booktitle = {Proceedings of the 2010 {ACM} workshop on Insider threats, Insider
Threats '10, Chicago, Illinois, USA, October 8, 2010},
pages = {13--20},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1866886.1866891},
doi = {10.1145/1866886.1866891},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HarelSRE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/ShabtaiFE10,
author = {Asaf Shabtai and
Yuval Fledel and
Yuval Elovici},
editor = {Muren Liu and
Yuping Wang and
Ping Guo},
title = {Automated Static Code Analysis for Classifying Android Applications
Using Machine Learning},
booktitle = {2010 International Conference on Computational Intelligence and Security,
{CIS} 2010, Nanning, Guangxi Zhuang Autonomous Region, China, December
11-14, 2010},
pages = {329--333},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CIS.2010.77},
doi = {10.1109/CIS.2010.77},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cis/ShabtaiFE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/Shabtai10,
author = {Asaf Shabtai},
editor = {Takahiro Hara and
Christian S. Jensen and
Vijay Kumar and
Sanjay Madria and
Demetrios Zeinalipour{-}Yazti},
title = {Malware Detection on Mobile Devices},
booktitle = {Eleventh International Conference on Mobile Data Management, {MDM}
2010, Kanas City, Missouri, USA, 23-26 May 2010},
pages = {289--290},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/MDM.2010.28},
doi = {10.1109/MDM.2010.28},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/Shabtai10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicase/FledelSPE10,
author = {Yuval Fledel and
Asaf Shabtai and
Dennis Potashnik and
Yuval Elovici},
editor = {Martin L. Griss and
Guang Yang},
title = {Google Android: An Updated Security Review},
booktitle = {Mobile Computing, Applications, and Services - Second International
{ICST} Conference, MobiCASE 2010, Santa Clara, CA, USA, October 25-28,
2010, Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {76},
pages = {401--414},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-29336-8\_29},
doi = {10.1007/978-3-642-29336-8\_29},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobicase/FledelSPE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobilware/ShabtaiE10,
author = {Asaf Shabtai and
Yuval Elovici},
editor = {Ying Cai and
Thomas Magedanz and
Minglu Li and
Jinchun Xia and
Carlo Giannelli},
title = {Applying Behavioral Detection on Android-Based Devices},
booktitle = {Mobile Wireless Middleware, Operating Systems, and Applications -
Third International Conference, Mobilware 2010, Chicago, IL, USA,
June 30 - July 2, 2010. Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {48},
pages = {235--249},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17758-3\_17},
doi = {10.1007/978-3-642-17758-3\_17},
timestamp = {Fri, 27 Oct 2017 16:28:24 +0200},
biburl = {https://dblp.org/rec/conf/mobilware/ShabtaiE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/ZilbermanSR10,
author = {Polina Zilberman and
Asaf Shabtai and
Lior Rokach},
editor = {Nadav Aharony and
Yaniv Altshuler and
Yuval Elovici},
title = {Analyzing Group Communication for Preventing Accidental Data Leakage
via Email},
booktitle = {2010 Workshop on Collaborative Methods for Security and Privacy, CollSec'10,
Washington, D.C., USA, August 10, 2010},
publisher = {{USENIX} Association},
year = {2010},
url = {https://www.usenix.org/conference/collsec10/analyzing-group-communication-preventing-accidental-data-leakage-email},
timestamp = {Mon, 01 Feb 2021 08:42:51 +0100},
biburl = {https://dblp.org/rec/conf/uss/ZilbermanSR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/MenahemSRE09,
author = {Eitan Menahem and
Asaf Shabtai and
Lior Rokach and
Yuval Elovici},
title = {Improving malware detection by applying multi-inducer ensemble},
journal = {Comput. Stat. Data Anal.},
volume = {53},
number = {4},
pages = {1483--1494},
year = {2009},
url = {https://doi.org/10.1016/j.csda.2008.10.015},
doi = {10.1016/J.CSDA.2008.10.015},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/MenahemSRE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/istr/ShabtaiMEG09,
author = {Asaf Shabtai and
Robert Moskovitch and
Yuval Elovici and
Chanan Glezer},
title = {Detection of malicious code by applying machine learning classifiers
on static features: {A} state-of-the-art survey},
journal = {Inf. Secur. Tech. Rep.},
volume = {14},
number = {1},
pages = {16--29},
year = {2009},
url = {https://doi.org/10.1016/j.istr.2009.03.003},
doi = {10.1016/J.ISTR.2009.03.003},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/istr/ShabtaiMEG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/ShabtaiKE09,
author = {Asaf Shabtai and
Uri Kanonov and
Yuval Elovici},
editor = {Engin Kirda and
Somesh Jha and
Davide Balzarotti},
title = {Detection, Alert and Response to Malicious Behavior in Mobile Devices:
Knowledge-Based Approach},
booktitle = {Recent Advances in Intrusion Detection, 12th International Symposium,
{RAID} 2009, Saint-Malo, France, September 23-25, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5758},
pages = {357--358},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04342-0\_23},
doi = {10.1007/978-3-642-04342-0\_23},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/raid/ShabtaiKE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-5101,
author = {Asaf Shabtai and
Yuval Fledel and
Uri Kanonov and
Yuval Elovici and
Shlomi Dolev},
title = {Google Android: {A} State-of-the-Art Review of Security Mechanisms},
journal = {CoRR},
volume = {abs/0912.5101},
year = {2009},
url = {http://arxiv.org/abs/0912.5101},
eprinttype = {arXiv},
eprint = {0912.5101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-5101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kcap/ShabtaiASE07,
author = {Asaf Shabtai and
Maor Atlas and
Yuval Shahar and
Yuval Elovici},
editor = {Derek H. Sleeman and
Ken Barker},
title = {Evaluation of a temporal-abstraction knowledge acquisition tool in
the network security domain},
booktitle = {Proceedings of the 4th International Conference on Knowledge Capture
{(K-CAP} 2007), October 28-31, 2007, Whistler, BC, Canada},
pages = {7--14},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1298406.1298410},
doi = {10.1145/1298406.1298410},
timestamp = {Mon, 24 Aug 2020 15:16:10 +0200},
biburl = {https://dblp.org/rec/conf/kcap/ShabtaiASE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/EloviciSMTG07,
author = {Yuval Elovici and
Asaf Shabtai and
Robert Moskovitch and
Gil Tahan and
Chanan Glezer},
editor = {Joachim Hertzberg and
Michael Beetz and
Roman Englert},
title = {Applying Machine Learning Techniques for Detection of Malicious Code
in Network Traffic},
booktitle = {{KI} 2007: Advances in Artificial Intelligence, 30th Annual German
Conference on AI, {KI} 2007, Osnabr{\"{u}}ck, Germany, September
10-13, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4667},
pages = {44--50},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74565-5\_5},
doi = {10.1007/978-3-540-74565-5\_5},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ki/EloviciSMTG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vizsec/ShabtaiKSE06,
author = {Asaf Shabtai and
Denis Klimov and
Yuval Shahar and
Yuval Elovici},
editor = {William Yurcik and
Stefan Axelsson and
Kiran Lakkaraju and
Soon Tee Teoh},
title = {An intelligent, interactive tool for exploration and visualization
of time-oriented security data},
booktitle = {3rd International Workshop on Visualization for Computer Security,
VizSEC 2006, Alexandria, VA, USA, November 3, 2006},
pages = {15--22},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1179576.1179580},
doi = {10.1145/1179576.1179580},
timestamp = {Wed, 24 Feb 2021 16:44:20 +0100},
biburl = {https://dblp.org/rec/conf/vizsec/ShabtaiKSE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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