Author

Mohamed Rahouti

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#machine learning Preprint Sep 2026

Multi-Class, Multi-Tier Network Intrusion Detection: A Comprehensive and Reproducible Benchmark

Machine learning (ML) and deep learning (DL) have dominated Intrusion Detection System (IDS) research in recent years. Unfortunately, many existing studies have produced inflated results and unreliable benchmarks due to critical oversights and mistakes in the ML and DL pipeline, from data collection and labeling to fea...

Yu-Feng Xin, Bryant Goseland, Mohamed Rahouti · 0 citations

Open access Sep 2026

Joint UAV activation and placement for post-disaster wireless restoration via a hybrid quantum-inspired evolutionary framework

In post-disaster environments, the failure of terrestrial communication infrastructure necessitates the rapid deployment of unmanned aerial vehicles (UAVs) as aerial base stations to restore wireless connectivity. This paper addresses the joint UAV activation-and-placement problem in continuous space, with the objectiv...

Fatima Azzahraa Amarcha, Lahcen Hassine, R. Saadane et al. · Journal of King Saud Univers... · 0 citations