Author

Ahmad M. Jaradat

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#federated learning Open access Sep 2026

Developing a Federated, Lightweight, Interpretable, and Specialized AI-Based Intrusion Detection System for Medical Internet of Things (IoMT) Environments

The rapid expansion of the Internet of Medical Things (IoMT) has enhanced healthcare services, but it has also exposed these systems to a growing range of cyberattacks. Addressing this challenge requires effective intrusion detection solutions. Machine learning-based intrusion detection systems (IDSs) offer a promising...

Jehad M. Hamamreh, Aman M. Araf, Ahmad M. Jaradat et al. · Applied Informatics · 0 citations

#reinforcement learning Review Open access Sep 2026

A Cross-Layer Review of Intelligent, Secure, and Privacy-Preserving Internet of Vehicles

This study is intended to serve as a structured reference for the development of scalable, trustworthy, and intelligent IoV systems by highlighting state-of-the-art techniques, open research gaps, and future directions.

Mohanad Alayedi, Ahmad M. Jaradat · Machine Learning and Knowled... · 0 citations

Review Aug 2026

Automated software debugging and bug prediction through the use of machine learning and deep learning

The results indicate that traditional ML models, especially random forest and extra trees, are still very effective for metric-based defect prediction, while DL and multi-modal approaches need to be fed with richer software artifacts to reach their full potential.

Amro Mohammad Abed Alfattah Abdin, Mohanad Alayedi, Ahmad M. Jaradat · Journal of Supercomputing · 0 citations