Deep Learning with Moderate Architecture for Network Intrusion Detection System. - Safa Mohamed; Ridha Ejbali (ISDA, 2020)

Deep SARSA-based reinforcement learning approach for anomaly network intrusion detection system. - Safa Mohamed; Ridha Ejbali (Int. J. Inf. Sec., 2023)

An adversarial environment reinforcement learning-driven intrusion detection algorithm for Internet of Things. - Chahira Mahjoub; Monia Hamdi; Reem Ibrahim Alkanhel; Safa Mohamed; Ridha Ejbali (EURASIP J. Wirel. Commun. Netw., 2024)