Benchmarking of Anomaly Detection Techniques in O-RAN for Handover Optimization. - Zineb Mahrez; Maryam Ben Driss; Essaid Sabir; Walid Saad; Elmahdi Driouch (IWCMC, 2023)

Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights. - Maryam Ben Driss; Essaid Sabir; Halima Elbiaze; Walid Saad (CoRR, 2023)

GWO-Boosted Multi-Attribute Client Selection for Over- The-Air Federated Learning. - Maryam Ben Driss; Essaid Sabir; Halima Elbiaze; Abdoulaye Baniré Diallo; Mohamed Sadik (DRCN, 2024)

Multi-Criteria Clustering and Client Selection for Heterogeneous Federated Learning. - Maryam Ben Driss; Essaid Sabir; Halima Elbiaze (IWCMC, 2025)

A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach. - Maryam Ben Driss; Essaid Sabir; Halima Elbiaze; Abdoulaye Baniré Diallo; Mohamed Sadik (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2025)