PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning. - Yacine Belal; Aurélien Bellet; Sonia Ben Mokhtar; Vlad Nitu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Community Detection Attack against Collaborative Learning-based Recommender Systems. - Yacine Belal; Sonia Ben Mokhtar; Mohamed Maouche; Anthony Simonet-Boulogne (CoRR, 2023)

Scrutinizing the Vulnerability of Decentralized Learning to Membership Inference Attacks. - Ousmane Touat; Jezekael Brunon; Yacine Belal; Julien Nicolas; Mohamed Maouche; César Sabater; Sonia Ben Mokhtar (CoRR, 2024)

Survey of Federated Learning Models for Spatial-Temporal Mobility Applications. - Yacine Belal; Sonia Ben Mokhtar; Hamed Haddadi; Jaron Wang; Afra Mashhadi (ACM Trans. Spatial Algorithms Syst., 2024)

GRANITE : a Byzantine-Resilient Dynamic Gossip Learning Framework. - Yacine Belal; Mohamed Maouche; Sonia Ben Mokhtar; Anthony Simonet-Boulogne (CoRR, 2025)