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

Fed-ANIDS: Federated learning for anomaly-based network intrusion detection systems. - Meryem Janati Idrissi; Hamza Alami; Abdelkader El Mahdaouy; Abdellah El Mekki; Soufiane Oualil; Zakaria Yartaoui; Ismail Berrada (Expert Syst. Appl., 2023)

DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification. - Abdelkader El Mahdaouy; Salima Lamsiyah; Meryem Janati Idrissi; Hamza Alami; Zakaria Yartaoui; Ismail Berrada (CoRR, 2024)

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)