Network intrusion detection system using L1-norm PCA. - Khalid Chougdali; Zyad Elkhadir; Mohammed Benattou (IAS, 2015)

A Median Nearest Neighbors LDA for Anomaly Network Detection. - Zyad Elkhadir; Khalid Chougdali; Mohammed Benattou (C2SI, 2017)

An effective cyber attack detection system based on an improved OMPCA. - Zyad Elkhadir; Khalid Chougdali; Mohammed Benattou (WINCOM, 2017)

Improving Network Intrusion Detection Using Geometric Mean LDA. - Zyad Elkhadir; Khalid Chougdali; Mohammed Benattou (Int. J. Netw. Secur., 2018)

Improve R2L Attack Detection Using Trimmed PCA. - Zyad Elkhadir; Archi Taha; Mohammed Benattou (CommNet, 2019)

A cyber network attack detection based on GM Median Nearest Neighbors LDA. - Zyad Elkhadir; Mohammed Benattou (Comput. Secur., 2019)

A truncated mean ℓp-LDA approach for intrusion detection system. - Zyad Elkhadir; Mohammed Benattou (Int. J. Inf. Comput. Secur., 2021)