AM2DN-FL: Adaptive Malicious Model Detection in Non-IID Data Using Federated Learning for IoT System. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Jaafar Gaber; Abdelhafid Abouaissa; Pascal Lorenz (GLOBECOM, 2024)

ERD-FL: Entropy-Driven Robust Defense for Federated Learning. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Jaafar Gaber; Abdelhafid Abouaissa; Pascal Lorenz (IWCMC, 2024)

EMDG-FL: Enhanced Malicious Model Detection based on Genetic Algorithm for Federated Learning. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Jaafar Gaber; Abdelhafid Abouaissa; Pascal Lorenz (WCNC, 2024)

Secure collaborative management platform applied to IoT Networks. (Plateforme de gestion collaborative sécurisée appliquée aux Réseaux IoT). - Okba Ben Atia (2024)

M3D-FL: Multi-layer Malicious Model Detection for Federated Learning in IoT networks. - Okba Ben Atia; Mustafa Al Samara; Ismail Bennis; Abdelhafid Abouaissa; Jaafar Gaber; Pascal Lorenz (Comput. Secur., 2025)