A Review of Intrusion Detection Systems: Datasets and machine learning methods. - Aouatif Arqane; Omar Boutkhoum; Hicham Boukhriss; Abdelmajid El Moutaouakkil (NISS (ACM), 2021)

Intrusion Detection System using Ensemble Learning Approaches: A Systematic Literature Review. - Aouatif Arqane; Omar Boutkhoum; Hicham Boukhriss; Abdelmajid El Moutaouakkil (Int. J. Online Biomed. Eng., 2022)

An optimized neural network-based IDS against DDoS attacks. - Aouatif Arqane; Omar Boutkhoum; Hakima Chouati; Abdelmajid El Moutaouakkil (WINCOM, 2023)

Optimizing Feature Selection for IoT Intrusion Detection: A Hybrid Bio-Inspired Method. - Aouatif Arqane; Omar Boutkhoum; Abdelmajid El Moutaouakkil (CommNet, 2024)

Smart Defense: Harnessing Hybrid Deep Learning Models for Resilient IoT Intrusion Detection. - Aouatif Arqane; Omar Boutkhoum (Int. J. Online Biomed. Eng., 2025)