Yacine Belal

According to our database, Yacine Belal authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GRANITE : a Byzantine-Resilient Dynamic Gossip Learning Framework.

Yacine Belal, Mohamed Maouche, Sonia Ben Mokhtar, Anthony Simonet-Boulogne

CoRR, April, 2025

Trustworthy collaborative learning: Personalization, privacy, and robustness at the edge. (Apprentissage collaboratif de confiance: Personnalisation, confidentialité et cobustesse en environnements décentralisés).

Yacine Belal

PhD thesis, 2025

Exposing the Vulnerability of Decentralized Learning to Membership Inference Attacks Through the Lens of Graph Mixing.

Ousmane Touat, Jezekael Brunon, Yacine Belal, Julien Nicolas, César Sabater, Mohamed Maouche, Sonia Ben Mokhtar

Proceedings of the 26th International Middleware Conference, 2025

Inferring Communities of Interest in Collaborative Learning-based Recommender Systems.

Yacine Belal, Mohamed Maouche, Sonia Ben Mokhtar, Anthony Simonet-Boulogne

Proceedings of the 45th IEEE International Conference on Distributed Computing Systems, 2025

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., September, 2024

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

2023

Community Detection Attack against Collaborative Learning-based Recommender Systems.

Yacine Belal, Sonia Ben Mokhtar, Mohamed Maouche, Anthony Simonet-Boulogne

CoRR, 2023

2022

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