Investigating Domain Adaptation for Network Intrusion Detection. - Hamza Alami; Meryem Janati Idrissi; Abdelkader El Mahdaouy; Abdelhak Bouayad; Zakaria Yartaoui; Ismail Berrada (WINCOM, 2023)

NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems. - Meryem Janati Idrissi; Hamza Alami; Abdelhak Bouayad; Ismail Berrada (WINCOM, 2023)

Lightweight Federated Learning for Efficient Network Intrusion Detection. - Abdelhak Bouayad; Hamza Alami; Meryem Janati Idrissi; Ismail Berrada (IEEE Access, 2024)

On the atout ticket learning problem for neural networks and its application in securing federated learning exchanges. - Abdelhak Bouayad; Mohammed Akallouch; Abdelkader El Mahdaouy; Hamza Alami; Ismail Berrada (J. Inf. Secur. Appl., 2024)

Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs. - Fakhraddin Alwajih; Abdellah El Mekki; Samar Mohamed Magdy; AbdelRahim A. Elmadany; Omer Nacar; El Moatez Billah Nagoudi; Reem Abdel-Salam; Hanin Atwany; Youssef Nafea; Abdulfattah Mohammed Yahya; Rahaf Alhamouri; Hamzah A. Alsayadi; et al. (ACL (1), 2025)

Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats. - Meryem Janati Idrissi; Hamza Alami; Abdelkader El Mahdaouy; Abdelhak Bouayad; Zakaria Yartaoui; Ismail Berrada (Future Gener. Comput. Syst., 2025)