Bias Mitigation in Federated Learning for Edge Computing. - Yasmine Djebrouni; Nawel Benarba; Ousmane Touat; Pasquale De Rosa; Sara Bouchenak; Angela Bonifati; Pascal Felber; Vania Marangozova; Valerio Schiavoni (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Personalized Privacy-Preserving Federated Learning. - Cédric Boscher; Nawel Benarba; Fatima Elhattab; Sara Bouchenak (Middleware, 2024)

Anomaly Detection in Energy Performance Certificates - From Oblivious to Enlightened. - Nawel Benarba; Mathieu Chevalier; Sara Bouchenak; Benjamin Bertin; Olivier Jung (DSN-S, 2025)

Bias in Federated Learning: A Comprehensive Survey. - Nawel Benarba; Sara Bouchenak (ACM Comput. Surv., 2025)