A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks. - Suzan Hajj; Rayane El Sibai; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul; Dominique Ginhac (IEEE Access, 2021)

Anomaly-based intrusion detection systems: The requirements, methods, measurements, and datasets. - Suzan Hajj; Rayane El Sibai; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul; Christophe Guyeux (Trans. Emerg. Telecommun. Technol., 2021)

Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System. - Suzan Hajj; Joseph Azar; Jacques Bou Abdo; Jacques Demerjian; Abdallah Makhoul; Dominique Ginhac (DSAA, 2023)

Collaborative Anomaly-based Intrusion Detection Systems in Lightweight IoT. (Systèmes Collaboratifs de Détection d'Intrusion basés sur les Anomalies dans l'Internet des Objets). - Suzan Hajj (2023)

Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems. - Suzan Hajj; Joseph Azar; Jacques Bou Abdo; Jacques Demerjian; Christophe Guyeux; Abdallah Makhoul; Dominique Ginhac (Sensors, 2023)