Federated Deep Learning-based Intrusion Detection Approach for Enhancing Privacy in Fog-IoT Networks. - Radjaa Bensaid; Nabila Labraoui; Haythem Bany Salameh (IOTSMS, 2023)

Toward a real-time TCP SYN Flood DDoS mitigation using Adaptive Neuro-Fuzzy classifier and SDN Assistance in Fog Computing. - Radjaa Bensaid; Nabila Labraoui; Ado Adamou Abba Ari; Leandros Maglaras; Hafida Saidi; Ahmed Mahmoud Abdu Lwahhab; Sihem Benfriha (CoRR, 2023)

SA-FLIDS: secure and authenticated federated learning-based intelligent network intrusion detection system for smart healthcare. - Radjaa Bensaid; Nabila Labraoui; Ado Adamou Abba Ari; Hafida Saidi; Joel Herve Mboussam Emati; Leandros Maglaras (PeerJ Comput. Sci., 2024)

FUBA: A fuzzy-based unmanned aerial vehicle behaviour analytics for trust management in flying ad-hoc networks. - Sihem Benfriha; Nabila Labraoui; Radjaa Bensaid; Haythem Bany Salameh; Hafida Saidi (IET Networks, 2024)

Securing fog-assisted IoT smart homes: a federated learning-based intrusion detection approach. - Radjaa Bensaid; Nabila Labraoui; Hafida Saidi; Haythem Bany Salameh (Clust. Comput., 2025)