Publications

Fed-DCSRW: a privacy-preserving, dynamic client selection framework for heterogeneous federated learning via roulette wheel mechanism (2026) Article

Aline Abboud, Mohamed El Amine Brahmia, Abdelhafi Abouaissa, Ahmad Shahin, Rocks Mazraani

Cluster Computing
Advanced Multi-application Simulation Platform for Communicating Vehicles: Application to Obstacle Avoidance Through Automation and Networking (2026) Article

Benoit Hilt, Jonathan Ledy, Thomas Josso-Laurain

Journal of Network and Systems Management
Valuable Interactions, Valuable Recommendations: A New Approach for Integrating General User Preferences in Session-Based Recommender Systems (2026) Article

Mouloud Amine Djenane, Boudjemaa Boudaa, Abdelhafid Abouaissa, Mohamed El Amine Brahmia

International Journal of Computing and Digital Systems
DADM2D-SFL: Decentralised Aggregation framework based on DBSCAN Malicious Model Detection for Secure Federated Learning (2026) Article

Amira Ailane, Samir Bourekkache, Okba Ben Atia, Mustafa Al Samara, Nadia Hamani, Laid Kahloul, Pascal Lorenz

Computer Networks
A Privacy-Preserving Behavioral Authentication Framework for Public Transport Applications (2026) Article

David Monschein, Markus Knecht, Mustafa Al Samara, José Antonio Peregrina, Tim Piotrowski, Sascha Gohlke, Ismail Bennis, Wilfrid Azan, Abdelhafid Abouaissa, Alfonso Garcia-De-Prado, Marc Gilg, Eva-Maria Neumann, Zoltán Nochta, Guadalupe Ortiz, Ioan Szilagyi, Oliver Waldhorst, Christian Zirpins

IEEE Access
FedWKD: Federated Learning Weighted Aggregation with Knowledge Distillation for IoT Forecasting (2025) Article

Bouchra Fakher, Mohamed El Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Internet of Things
Combining client-based anomaly detection and federated learning for energy forecasting in smart buildings (2025) Article

Bouchra Fakher, Mohamed El Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Cluster Computing
A multi-armed approach of data rate optimization in LoRa (2025) Conference paper

Aqib Mushtaq, Sebastien Bindel

Junior Conference on Wireless and Optical Communication
A Comparative Study of Recent Advances in Internet of Intrusion Detection Things (2025) Conference paper

Marianna Rezk, Hassan Harb, Ismail Bennis, Sebastien Bindel, Hafid Abouaissa

2025 International Wireless Communications and Mobile Computing (IWCMC)
FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems (2025) Conference paper

Bouchra Fakher, Mohamed El Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

2025 IEEE Wireless Communications and Networking Conference (WCNC)

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Publications

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