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2020 – today
- 2026
[j19]Thien D. Nguyen, Ammar Alazab
, Ansam Khraisat, Tony Jan:
Feature reduction in federated learning for intrusion detection in IoT networks. Cybersecur. 9(1): 102 (2026)- [j18]Raisa Akter, Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Ansam Khraisat, Mijanur Rahman, Md. Kabir Hossain:
Advancing Loan Approval Prediction With SHAP-Guided Feature Selection and LIME-Based Model Interpretability in a Multiclassifier Context Through a Web-Based Application Development Approach. Int. J. Intell. Syst. 2026(1) (2026) - [j17]Nasreen Fathima, Jesher Joshua M, Ansam Khraisat, S. P. Syed Ibrahim:
Anomaly-aware class-incremental learning (ACIL) framework for network intrusion detection systems. Int. J. Mach. Learn. Cybern. 17(3): 104 (2026) - 2025
- [j16]Md. Alamin Talukder, Amira Samy Talaat, Mohsin Kazi, Ansam Khraisat:
XAI-HD: an explainable artificial intelligence framework for heart disease detection. Artif. Intell. Rev. 58(12): 385 (2025) - [j15]Ansam Khraisat, Md. Alamin Talukder, Md. Ashraf Uddin, Ammar Alazab:
RF-FedAvg: Federated learning-based random forest model for intrusion detection in wireless sensor networks. Clust. Comput. 28(13): 873 (2025) - [j14]Nasreen Fathima, Ansam Khraisat, S. P. Syed Ibrahim, Gang Li:
Adaptive memory replay for network intrusion detection: Tackling data drift and catastrophic forgetting. Comput. Networks 272: 111712 (2025) - [j13]Ansam Khraisat, Ammar Alazab, Sarabjot Singh, Tony Jan, Alfredo Gomez Jr.:
Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions. ACM Comput. Surv. 57(1): 7:1-7:38 (2025) - [j12]Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Tony Jan, Sarabjot Singh, Md. Ashraf Uddin:
Securing federated learning: a defense strategy against targeted data poisoning attack. Discov. Internet Things 5(1): 16 (2025) - [j11]Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Areej Obeidat, Sarabjot Singh, Tony Jan:
Federated learning for intrusion detection in IoT environments: a privacy-preserving strategy. Discov. Internet Things 5(1): 72 (2025) - [j10]Abin Kumbalapalliyil Tom, Ansam Khraisat, Tony Jan, Md Whaiduzzaman, Thien D. Nguyen, Ammar Alazab:
Survey of Federated Learning for Cyber Threat Intelligence in Industrial IoT: Techniques, Applications and Deployment Models. Future Internet 17(9): 409 (2025) - [j9]Md. Ashraf Uddin, Nibir Hossain, Asif Ahamed, Md. Manowarul Islam, Ansam Khraisat, Ammar Alazab, Khabir Uddin Ahamed, Md. Alamin Talukder:
Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model. Int. J. Intell. Transp. Syst. Res. 23(1): 568-591 (2025) - 2024
- [j8]Nasreen Fathima, S. P. Syed Ibrahim, Ansam Khraisat:
Enhancing Network Traffic Anomaly Detection: Leveraging Temporal Correlation Index in a Hybrid Framework. IEEE Access 12: 136805-136824 (2024) - [j7]Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Sunil Aryal, Ansam Khraisat:
Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications. J. Big Data 11(1): 113 (2024) - 2023
- [j6]Md. Rahat Hasan, Ammar Alazab, Siddhartha Barman Joy, Mohammed Nasir Uddin, Md. Ashraf Uddin, Ansam Khraisat, Iqbal Gondal, Wahida Ferdose Urmi, Md. Alamin Talukder:
Smart Contract-Based Access Control Framework for Internet of Things Devices. Comput. 12(11): 240 (2023) - 2022
- [j5]Ammar Alazab, Ansam Khraisat, Moutaz Alazab, Sarabjot Singh:
Detection of Obfuscated Malicious JavaScript Code. Future Internet 14(8): 217 (2022) - 2021
- [j4]Ansam Khraisat, Ammar Alazab:
A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges. Cybersecur. 4(1): 18 (2021)
2010 – 2019
- 2019
- [j3]Ansam Khraisat, Iqbal Gondal, Peter Vamplew, Joarder Kamruzzaman:
Survey of intrusion detection systems: techniques, datasets and challenges. Cybersecur. 2(1): 20 (2019) - 2018
- [c3]Ansam Khraisat, Iqbal Gondal, Peter Vamplew:
An Anomaly Intrusion Detection System Using C5 Decision Tree Classifier. PAKDD (Workshops) 2018: 149-155 - 2014
- [j2]Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat, Mamoun Alazab:
Using response action with intelligent intrusion detection and prevention system against web application malware. Inf. Manag. Comput. Secur. 22(5): 431-449 (2014) - 2013
- [j1]Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat:
Malware Detection and Prevention System Based on Multi-Stage Rules. Int. J. Inf. Secur. Priv. 7(2): 29-43 (2013) - [c2]Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat:
Developing an Intelligent Intrusion Detection and Prevention System against Web Application Malware. SecNet 2013: 177-184 - [c1]Ammar Alazab, Jemal H. Abawajy, Michael Hobbs, Robert Layton, Ansam Khraisat:
Crime Toolkits: The Productisation of Cybercrime. TrustCom/ISPA/IUCC 2013: 1626-1632
Coauthor Index
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