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Journal Articles
- 2023
[j29]Aeryn Dunmore
, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access 11: 76071-76094 (2023)- [j28]Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard:
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. 129: 103215 (2023) - [j27]Aeryn Dunmore, Juliet Samandari, Julian Jang-Jaccard:
Matrix Encryption Walks for Lightweight Cryptography. Cryptogr. 7(3): 41 (2023) - [j26]Lelisa Adeba Jilcha, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak:
Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE). Comput. Syst. Sci. Eng. 46(3): 3261-3284 (2023) - [j25]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim:
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55(5): 107:1-107:37 (2023) - [j24]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe:
Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware. Future Internet 15(6): 214 (2023) - [j23]Minkyung Lee, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak:
Blended threat prediction based on knowledge graph embedding in the IoBE. ICT Express 9(5): 903-908 (2023) - [j22]Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak:
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. J. Big Data 10(1): 15 (2023) - 2022
- [j21]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. 117: 102691 (2022) - [j20]Hooman Alavizadeh, Hootan Alavizadeh, Julian Jang-Jaccard:
Deep Q-Learning Based Reinforcement Learning Approach for Network Intrusion Detection. Comput. 11(3): 41 (2022) - [j19]Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak:
Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Comput. 11(6): 85 (2022) - [j18]Tong Liu, Fariza Sabrina, Julian Jang-Jaccard, Wen Xu, Yuanyuan Wei:
Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems. Sensors 22(1): 32 (2022) - [j17]Hooman Alavizadeh, Samin Aref, Dong Seong Kim, Julian Jang-Jaccard:
Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud. IEEE Trans. Emerg. Top. Comput. 10(4): 1772-1788 (2022) - [j16]Sibghat Ullah Bazai, Julian Jang-Jaccard, Hooman Alavizadeh:
A Novel Hybrid Approach for Multi-Dimensional Data Anonymization for Apache Spark. ACM Trans. Priv. Secur. 25(1): 5:1-5:25 (2022) - 2021
- [j15]Wen Xu, Julian Jang-Jaccard, Amardeep Singh, Yuanyuan Wei, Fariza Sabrina:
Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset. IEEE Access 9: 140136-140146 (2021) - [j14]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Amardeep Singh, Wen Xu, Seyit Camtepe:
AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access 9: 146810-146821 (2021) - [j13]Hooman Alavizadeh, Jin B. Hong, Dong Seong Kim, Julian Jang-Jaccard:
Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud. Comput. Secur. 102: 102091 (2021) - [j12]Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou:
Joint Spectral Clustering based on Optimal Graph and Feature Selection. Neural Process. Lett. 53(1): 257-273 (2021) - [j11]Fariza Sabrina, Julian Jang-Jaccard:
Entitlement-Based Access Control for Smart Cities Using Blockchain. Sensors 21(16): 5264 (2021) - 2020
- [j10]Jinting Zhu, Julian Jang-Jaccard, Paul A. Watters:
Multi-Loss Siamese Neural Network With Batch Normalization Layer for Malware Detection. IEEE Access 8: 171542-171550 (2020) - [j9]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Hooman Alavizadeh:
Large-Scale Outlier Detection for Low-Cost PM₁₀ Sensors. IEEE Access 8: 229033-229042 (2020) - [j8]Hooman Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard:
Model-based evaluation of combinations of Shuffle and Diversity MTD techniques on the cloud. Future Gener. Comput. Syst. 111: 507-522 (2020) - 2019
- [j7]Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak:
Masquerade Attacks Against Security Software Exclusion Lists. Aust. J. Intell. Inf. Process. Syst. 16(4): 1-8 (2019) - 2018
- [j6]Xuyun Zhang, Julian Jang-Jaccard, Lianyong Qi, Md. Zakirul Alam Bhuiyan, Chang Liu:
Privacy Issues in Big Data Mining Infrastructure, Platforms, and Applications. Secur. Commun. Networks 2018: 6238607:1-6238607:3 (2018) - 2016
- [j5]Julian Jang-Jaccard, Surya Nepal, Branko G. Celler, Bo Yan:
WebRTC-based video conferencing service for telehealth. Computing 98(1-2): 169-193 (2016) - 2014
- [j4]Julian Jang-Jaccard, Surya Nepal:
A survey of emerging threats in cybersecurity. J. Comput. Syst. Sci. 80(5): 973-993 (2014) - 2012
- [j3]Dongxi Liu, Jack Lee, Julian Jang, Surya Nepal, John Zic:
A New Cloud Architecture of Virtual Trusted Platform Modules. IEICE Trans. Inf. Syst. 95-D(6): 1577-1589 (2012) - [j2]John J. Zic, Martin de Groot, Dongxi Liu, Julian Jang, Chen Wang:
Hardware Security Device Facilitated Trusted Energy Services. Mob. Networks Appl. 17(4): 564-577 (2012) - 2011
- [j1]Surya Nepal, John Zic, Dongxi Liu, Julian Jang:
A mobile and portable trusted computing platform. EURASIP J. Wirel. Commun. Netw. 2011: 75 (2011)
Conference and Workshop Papers
- 2023
- [c38]Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CSCWD 2023: 423-431 - 2022
- [c37]Yuhua Yin, Julian Jang-Jaccard, Nilufar Baghaei:
PassImg: A Secure Password Generation and Management Scheme without Storing. CSCWD 2022: 341-346 - 2021
- [c36]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh:
MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers. BigDataSE 2021: 87-94 - 2020
- [c35]Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard:
Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud. TrustCom 2020: 1276-1284 - 2019
- [c34]L. Jean Camp, Marthie Grobler, Julian Jang-Jaccard, Christian Probst, Karen Renaud, Paul A. Watters:
Measuring Human Resilience in the Face of the Global Epidemiology of Cyber Attacks. HICSS 2019: 1-10 - [c33]Hooman Alavizadeh, Hootan Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard, Masood Niazi Torshiz:
An Automated Security Analysis Framework and Implementation for MTD Techniques on Cloud. ICISC 2019: 150-164 - [c32]Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak:
The Inadequacy of Entropy-Based Ransomware Detection. ICONIP (5) 2019: 181-189 - [c31]Sibghat Ullah Bazai, Julian Jang-Jaccard:
SparkDA: RDD-Based High-Performance Data Anonymization Technique for Spark Platform. NSS 2019: 646-662 - 2018
- [c30]Hooman Alavizadeh, Jin B. Hong, Julian Jang-Jaccard, Dong Seong Kim:
Comprehensive Security Assessment of Combined MTD Techniques for the Cloud. MTD@CCS 2018: 11-20 - [c29]Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters:
Large Scale Behavioral Analysis of Ransomware Attacks. ICONIP (6) 2018: 217-229 - [c28]Yu Wang, Julian Jang-Jaccard, Mikael Boulic, Robyn Phipps, Chris Chitty, Ryan Weyers, Alfred Moses, Gustavo Olivares, Agate Ponder-Sutton, Chris Cunningham:
Deployment issues for integrated open-source - Based indoor air quality school Monitoring Box (SKOMOBO). SAS 2018: 1-4 - [c27]Hooman Alavizadeh, Julian Jang-Jaccard, Dong Seong Kim:
Evaluation for Combination of Shuffle and Diversity on Moving Target Defense Strategy for Cloud Computing. TrustCom/BigDataSE 2018: 573-578 - 2017
- [c26]Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang:
A Privacy Preserving Platform for MapReduce. ATIS 2017: 88-99 - [c25]Hooman Alavizadeh, Dong Seong Kim, Jin B. Hong, Julian Jang-Jaccard:
Effective Security Analysis for Combinations of MTD Techniques on Cloud Computing (Short Paper). ISPEC 2017: 539-548 - [c24]Hooman Alavizadeh, Hootan Alavizadeh, Kudakwashe Dube, Dong Seong Kim, Julian Jang-Jaccard, Hans W. Guesgen:
A Secure Server-Based Pseudorandom Number Generator Protocol for Mobile Devices. ISPEC 2017: 860-876 - [c23]Sibghat Ullah Bazai, Julian Jang-Jaccard, Ruili Wang:
Anonymizing k-NN Classification on MapReduce. MONAMI 2017: 364-377 - 2016
- [c22]Mehmood Baryalai, Julian Jang-Jaccard, Dongxi Liu:
Towards privacy-preserving classification in neural networks. PST 2016: 392-399 - 2013
- [c21]Surya Nepal, Julian Jang-Jaccard, Branko G. Celler, Bo Yan, Leila Alem:
Data architecture for telehealth services research: A case study of home tele-monitoring. CollaborateCom 2013: 458-467 - [c20]Julian Jang-Jaccard, Jane Li, Surya Nepal, Leila Alem:
Security analysis of mobile applications: A case study of a collaboration tool in healthcare. CollaborateCom 2013: 553-562 - 2012
- [c19]Julian Jang-Jaccard, Avnish Manraj, Surya Nepal:
Portable key management service for cloud storage. CollaborateCom 2012: 147-156 - 2011
- [c18]Julian Jang, Hon Hwang, Surya Nepal:
Biometric Enabled Portable Trusted Computing Platform. TrustCom 2011: 436-442 - 2010
- [c17]John Zic, Julian Jang, Dongxi Liu, Chen Wang, Martin de Groot:
Hardware security device facilitated trusted residential energy services. CollaborateCom 2010: 1-6 - [c16]Dongxi Liu, Jack Lee, Julian Jang, Surya Nepal, John Zic:
A Cloud Architecture of Virtual Trusted Platform Modules. EUC 2010: 804-811 - [c15]Surya Nepal, John Zic, Dongxi Liu, Julian Jang:
Trusted Computing Platform in Your Pocket. EUC 2010: 812-817 - [c14]Julian Jang, Dongxi Liu, Surya Nepal, John Zic:
User Authentication for Online Applications Using a USB-Based Trust Device. MobiSec 2010: 15-26 - 2009
- [c13]Wei Chen, Alan D. Fekete, Paul Greenfield, Julian Jang:
Implementing Isolation for Service-Based Applications. OTM Conferences (1) 2009: 365-372 - 2008
- [c12]Julian Jang, Surya Nepal, John Zic:
Trusted Email protocol: Dealing with privacy concerns from malicious email intermediaries. CIT 2008: 402-407 - 2007
- [c11]Paul Greenfield, Alan D. Fekete, Julian Jang, Dean Kuo, Surya Nepal:
Isolation Support for Service-based Applications: A Position Paper. CIDR 2007: 314-323 - [c10]Julian Jang, Alan D. Fekete, Paul Greenfield:
Delivering Promises for Web Services Applications. ICWS 2007: 599-606 - [c9]Surya Nepal, John Zic, Julian Jang:
A Policy Based Approach to Managing Shared Data in Dynamic Collaborations. OTM Conferences (2) 2007: 1296-1303 - [c8]Surya Nepal, Julian Jang, John Zic:
Anitya: An Ephemeral Data Management Service and Secure Data Access Protocols for Dynamic Collaborations. PDCAT 2007: 219-226 - 2006
- [c7]Julian Jang, Alan D. Fekete, Paul Greenfield, Surya Nepal:
An Event-Driven Workflow Engine for Service-based Business Systems. EDOC 2006: 233-242 - [c6]Julian Jang, Surya Nepal, John Zic:
Establishing a Trust Relationship in Cooperative Information Systems. OTM Conferences (1) 2006: 426-443 - 2005
- [c5]Surya Nepal, Alan D. Fekete, Paul Greenfield, Julian Jang, Dean Kuo, Tony Shi:
A Service-Oriented Workflow Language for Robust Interacting Applications. OTM Conferences (1) 2005: 40-58 - 2003
- [c4]Alan D. Fekete, Paul Greenfield, Dean Kuo, Julian Jang:
Transactions in Loosely Coupled Distributed Systems. ADC 2003: 7-12 - [c3]Dean Kuo, Alan D. Fekete, Paul Greenfield, Julian Jang, Doug Palmer:
Just What Could Possibly Go Wrong In B2B Integration? COMPSAC 2003: 544-549 - [c2]Paul Greenfield, Alan D. Fekete, Julian Jang, Dean Kuo:
Compensation is Not Enough. EDOC 2003: 232-239 - [c1]Julian Jang, Alan D. Fekete, Paul Greenfield, Dean Kuo:
Expressiveness of Workflow Description Languages. ICWS 2003: 104-110
Editorship
- 2019
- [e1]Julian Jang-Jaccard, Fuchun Guo:
Information Security and Privacy - 24th Australasian Conference, ACISP 2019, Christchurch, New Zealand, July 3-5, 2019, Proceedings. Lecture Notes in Computer Science 11547, Springer 2019, ISBN 978-3-030-21547-7 [contents]
Reference Works
- 2019
- [r1]Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang:
Scalable Big Data Privacy with MapReduce. Encyclopedia of Big Data Technologies 2019
Informal and Other Publications
- 2024
- [i22]Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard, Alain Mermoud:
Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex. CoRR abs/2403.01601 (2024) - 2023
- [i21]Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
Generative Adversarial Networks for Malware Detection: a Survey. CoRR abs/2302.08558 (2023) - [i20]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore:
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data. CoRR abs/2305.09475 (2023) - [i19]Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe:
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods. CoRR abs/2306.17190 (2023) - 2022
- [i18]Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina:
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection. CoRR abs/2202.01332 (2022) - [i17]Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak:
IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset. CoRR abs/2203.16365 (2022) - [i16]Amardeep Singh, Julian Jang-Jaccard:
Autoencoder-based Unsupervised Intrusion Detection using Multi-Scale Convolutional Recurrent Networks. CoRR abs/2204.03779 (2022) - [i15]Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic:
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data. CoRR abs/2204.06701 (2022) - [i14]Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR abs/2207.10242 (2022) - [i13]Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak:
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CoRR abs/2208.09711 (2022) - 2021
- [i12]Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe:
A Markov Game Model for AI-based Cyber Security Attack Mitigation. CoRR abs/2107.09258 (2021) - [i11]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe:
Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware. CoRR abs/2110.13409 (2021) - [i10]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim:
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR abs/2110.15747 (2021) - [i9]Amardeep Singh, Julian Jang-Jaccard:
Intrusion Detection using Spatial-Temporal features based on Riemannian Manifold. CoRR abs/2111.00626 (2021) - [i8]Hooman Alavizadeh, Julian Jang-Jaccard, Hootan Alavizadeh:
Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection. CoRR abs/2111.13978 (2021) - [i7]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR abs/2112.00668 (2021) - [i6]Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe:
A Game-Theoretic Approach for AI-based Botnet Attack Defence. CoRR abs/2112.02223 (2021) - 2020
- [i5]Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard:
Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud. CoRR abs/2009.01604 (2020) - [i4]Hooman Alavizadeh, Samin Aref, Dong Seong Kim, Julian Jang-Jaccard:
Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud. CoRR abs/2009.02030 (2020) - 2019
- [i3]Hootan Alavizadeh, Hooman Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard, Masood Niazi Torshiz:
An Automated Security Analysis Framework and Implementation for Cloud. CoRR abs/1904.01758 (2019) - [i2]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh:
MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR abs/1910.06588 (2019) - 2006
- [i1]Paul Greenfield, Alan D. Fekete, Julian Jang, Dean Kuo, Surya Nepal:
Isolation Support for Service-based Applications: A Position Paper. CoRR abs/cs/0612113 (2006)
Coauthor Index
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