Comparative study on DOS attacks Detection Techniques in SIP-based VOIP networks. - Rababe Safoine; Soufyane Mounir; Abdelmajid Farchi (ICMCS, 2018)

Attack and anomaly detection in IoT Networks using machine learning approaches. - Salah El Hajla; Ennaji Mahfoud; Yassine Maleh; Soufyane Mounir (WINCOM, 2023)

A comprehensive survey on SDN security: threats, mitigations, and future directions. - Yassine Maleh; Youssef Qasmaoui; Khalid El Gholami; Yassine Sadqi; Soufyane Mounir (J. Reliab. Intell. Environ., 2023)

Refining malware detection with enhanced machine learning algorithms using hyperparameter tuning. - Walid El Mouhtadi; Mohamed El Bakkali; Yassine Maleh; Soufyane Mounir; Karim Ouazzane (Int. J. Crit. Comput. Based Syst., 2024)

Label flipping attacks in hierarchical federated learning for intrusion detection in IoT. - Ennaji Elmahfoud; Salah El Hajla; Yassine Maleh; Soufyane Mounir; Karim Ouazzane (Inf. Secur. J. A Glob. Perspect., 2025)