Ansam Khraisat

According to our database, Ansam Khraisat authored at least 22 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Feature reduction in federated learning for intrusion detection in IoT networks.

Thien D. Nguyen, Ammar Alazab, Ansam Khraisat, Tony Jan

Cybersecur., December, 2026

Anomaly-aware class-incremental learning (ACIL) framework for network intrusion detection systems.

Nasreen Fathima, Jesher Joshua M, Ansam Khraisat, S. P. Syed Ibrahim

Int. J. Mach. Learn. Cybern., March, 2026

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.

Raisa Akter, Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Ansam Khraisat, Mijanur Rahman, Md. Kabir Hossain

Int. J. Intell. Syst., 2026

2025

Federated learning for intrusion detection in IoT environments: a privacy-preserving strategy.

Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Areej Obeidat, Sarabjot Singh, Tony Jan

Discov. Internet Things, December, 2025

Securing federated learning: a defense strategy against targeted data poisoning attack.

Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Tony Jan, Sarabjot Singh, Md. Ashraf Uddin

Discov. Internet Things, December, 2025

XAI-HD: an explainable artificial intelligence framework for heart disease detection.

Md. Alamin Talukder, Amira Samy Talaat, Mohsin Kazi, Ansam Khraisat

Artif. Intell. Rev., December, 2025

RF-FedAvg: Federated learning-based random forest model for intrusion detection in wireless sensor networks.

Ansam Khraisat, Md. Alamin Talukder, Md. Ashraf Uddin, Ammar Alazab

Clust. Comput., November, 2025

Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model.

Md. Ashraf Uddin, Nibir Hossain, Asif Ahamed, Md. Manowarul Islam, Ansam Khraisat, Ammar Alazab, Khabir Uddin Ahamed, Md. Alamin Talukder

Int. J. Intell. Transp. Syst. Res., April, 2025

Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions.

Ansam Khraisat, Ammar Alazab, Sarabjot Singh, Tony Jan, Alfredo Gomez Jr.

ACM Comput. Surv., January, 2025

Survey of Federated Learning for Cyber Threat Intelligence in Industrial IoT: Techniques, Applications and Deployment Models.

Abin Kumbalapalliyil Tom, Ansam Khraisat, Tony Jan, Md Whaiduzzaman, Thien D. Nguyen, Ammar Alazab

Future Internet, 2025

Adaptive memory replay for network intrusion detection: Tackling data drift and catastrophic forgetting.

Nasreen Fathima, Ansam Khraisat, S. P. Syed Ibrahim, Gang Li

Comput. Networks, 2025

2024

Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications.

Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Sunil Aryal, Ansam Khraisat

J. Big Data, December, 2024

Enhancing Network Traffic Anomaly Detection: Leveraging Temporal Correlation Index in a Hybrid Framework.

Nasreen Fathima, S. P. Syed Ibrahim, Ansam Khraisat

IEEE Access, 2024

2023

Smart Contract-Based Access Control Framework for Internet of Things Devices.

Md. Rahat Hasan, Ammar Alazab, Siddhartha Barman Joy, Mohammed Nasir Uddin, Md. Ashraf Uddin, Ansam Khraisat, Iqbal Gondal, Wahida Ferdose Urmi, Md. Alamin Talukder

Comput., October, 2023

2022

Detection of Obfuscated Malicious JavaScript Code.

Ammar Alazab, Ansam Khraisat, Moutaz Alazab, Sarabjot Singh

Future Internet, 2022

2021

A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges.

Ansam Khraisat, Ammar Alazab

Cybersecur., 2021

2019

Survey of intrusion detection systems: techniques, datasets and challenges.

Ansam Khraisat, Iqbal Gondal, Peter Vamplew, Joarder Kamruzzaman

Cybersecur., 2019

2018

An Anomaly Intrusion Detection System Using C5 Decision Tree Classifier.

Ansam Khraisat, Iqbal Gondal, Peter Vamplew

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

2014

Using response action with intelligent intrusion detection and prevention system against web application malware.

Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat, Mamoun Alazab

Inf. Manag. Comput. Secur., 2014

2013

Malware Detection and Prevention System Based on Multi-Stage Rules.

Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat

Int. J. Inf. Secur. Priv., 2013

Crime Toolkits: The Productisation of Cybercrime.

Ammar Alazab, Jemal H. Abawajy, Michael Hobbs, Robert Layton, Ansam Khraisat

Proceedings of the 12th IEEE International Conference on Trust, 2013

Developing an Intelligent Intrusion Detection and Prevention System against Web Application Malware.

Ammar Alazab, Michael Hobbs, Jemal H. Abawajy, Ansam Khraisat

Proceedings of the Advances in Security of Information and Communication Networks, 2013