A Comparative Assessment of Wrappers and Filters for Detecting Cyber Intrusions. - Houssam Zouhri; Ali Idri (WorldCIST (3), 2024)

Assessing the effectiveness of dimensionality reduction on the interpretability of opaque machine learning-based attack detection systems. - Houssam Zouhri; Ali Idri; Hajar Hakkoum (Comput. Electr. Eng., 2024)

Evaluating the impact of filter-based feature selection in intrusion detection systems. - Houssam Zouhri; Ali Idri; Ahmed Ratnani (Int. J. Inf. Sec., 2024)

A novel CTGAN-ENN hybrid approach to enhance the performance and interpretability of machine learning black-box models in intrusion detection and IoT. - Houssam Zouhri; Ali Idri (Future Gener. Comput. Syst., 2025)