A Communication-Efficient Federated Learning Approach for Intrusion Detection in IoT. - Oumaima Ennasri; Manal Abbassi; Yann Ben Maissa; Rachid El Mokadem (WiMob, 2025)

Federated Learning Meets Cybersecurity: Aggregation Strategies Using UNSW-NB15 Dataset. - Oumaima Ennasri; Iyad Lahsen Cherif; Omar Ait Oualhaj; Abdelah Najid (WINCOM, 2025)