Ousmane Touat

According to our database, Ousmane Touat authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

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

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

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., December, 2023

GRAN Is Superior to GraphRNN: Node Orderings, Kernel- and Graph Embeddings-Based Metrics for Graph Generators.

Ousmane Touat, Julian Stier, Pierre-Edouard Portier, Michael Granitzer

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Towards Robust and Bias-free Federated Learning.

Ousmane Touat, Sara Bouchenak

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023