Ansam Khraisat

22 papers Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
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.
Raisa Akter, Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Ansam Khraisat, Mijanur Rahman, Md. Kabir Hossain
2026 J jnl
Anomaly-aware class-incremental learning (ACIL) framework for network intrusion detection systems.
Int. J. Mach. Learn. Cybern.
Nasreen Fathima, Jesher Joshua M, Ansam Khraisat, S. P. Syed Ibrahim
2026 J jnl
Feature reduction in federated learning for intrusion detection in IoT networks.
Cybersecur.
Thien D. Nguyen, Ammar Alazab, Ansam Khraisat, Tony Jan
2025 J jnl
Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model.
Int. J. Intell. Transp. Syst. Res.
Md. Ashraf Uddin, Nibir Hossain, Asif Ahamed, Md. Manowarul Islam, Ansam Khraisat, Ammar Alazab, Khabir Uddin Ahamed, Md. Alamin Talukder
2025 J jnl
Adaptive memory replay for network intrusion detection: Tackling data drift and catastrophic forgetting.
Comput. Networks
Nasreen Fathima, Ansam Khraisat, S. P. Syed Ibrahim, Gang Li
2025 J jnl
Federated learning for intrusion detection in IoT environments: a privacy-preserving strategy.
Discov. Internet Things
Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Areej Obeidat, Sarabjot Singh, Tony Jan
2025 J jnl
RF-FedAvg: Federated learning-based random forest model for intrusion detection in wireless sensor networks.
Clust. Comput.
Ansam Khraisat, Md. Alamin Talukder, Md. Ashraf Uddin, Ammar Alazab
2025 J jnl
Securing federated learning: a defense strategy against targeted data poisoning attack.
Discov. Internet Things
Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Tony Jan, Sarabjot Singh, Md. Ashraf Uddin
2025 J jnl
Survey of Federated Learning for Cyber Threat Intelligence in Industrial IoT: Techniques, Applications and Deployment Models.
Future Internet
Abin Kumbalapalliyil Tom, Ansam Khraisat, Tony Jan, Md Whaiduzzaman, Thien D. Nguyen, Ammar Alazab
2025 J jnl
Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions.
ACM Comput. Surv.
Ansam Khraisat, Ammar Alazab, Sarabjot Singh, Tony Jan, Alfredo Gomez Jr.
2025 J jnl
XAI-HD: an explainable artificial intelligence framework for heart disease detection.
Artif. Intell. Rev.
Md. Alamin Talukder, Amira Samy Talaat, Mohsin Kazi, Ansam Khraisat
2024 J jnl
Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications.
J. Big Data
Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Sunil Aryal, Ansam Khraisat
2024 J jnl
Enhancing Network Traffic Anomaly Detection: Leveraging Temporal Correlation Index in a Hybrid Framework.
IEEE Access
Nasreen Fathima, S. P. Syed Ibrahim, Ansam Khraisat
2023 J jnl
Smart Contract-Based Access Control Framework for Internet of Things Devices.
Comput.
Md. Rahat Hasan, Ammar Alazab, Siddhartha Barman Joy, Mohammed Nasir Uddin, Md. Ashraf Uddin, Ansam Khraisat, Iqbal Gondal, Wahida Ferdose Urmi, Md. Alamin Talukder
2022 J jnl
Detection of Obfuscated Malicious JavaScript Code.
Future Internet
Ammar Alazab, Ansam Khraisat, Moutaz Alazab, Sarabjot Singh
2021 J jnl
A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges.
Cybersecur.
Ansam Khraisat, Ammar Alazab
2019 J jnl
Survey of intrusion detection systems: techniques, datasets and challenges.
Cybersecur.
Ansam Khraisat, Iqbal Gondal, Peter Vamplew, Joarder Kamruzzaman
2018 — conf
An Anomaly Intrusion Detection System Using C5 Decision Tree Classifier.
PAKDD (Workshops)
Ansam Khraisat, Iqbal Gondal, Peter Vamplew
2014 J jnl
Using response action with intelligent intrusion detection and prevention system against web application malware.
Inf. Manag. Comput. Secur.
Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat, Mamoun Alazab
2013 — conf
Crime Toolkits: The Productisation of Cybercrime.
TrustCom/ISPA/IUCC
Ammar Alazab, Jemal H. Abawajy, Michael Hobbs, Robert Layton, Ansam Khraisat
2013 — conf
Developing an Intelligent Intrusion Detection and Prevention System against Web Application Malware.
SecNet
Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat
2013 J jnl
Malware Detection and Prevention System Based on Multi-Stage Rules.
Int. J. Inf. Secur. Priv.
Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat