Rania Talbi

According to our database, Rania Talbi authored at least 6 papers between 2018 and 2022.

Collaborative distances:

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

2022

Robust Federated Learning for Ubiquitous Computing through Mitigation of Edge-Case Backdoor Attacks.

Fatima Elhattab, Sara Bouchenak, Rania Talbi, Vlad Nitu

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

2021

Robust and privacy preserving distributed machine learning. (Apprentissage automatique distribué robuste et respectueux de la vie privée).

Rania Talbi

PhD thesis, 2021

2020

An Exploratory Analysis on Users' Contributions in Federated Learning.

Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos

Proceedings of the Second IEEE International Conference on Trust, 2020

Towards Practical Privacy-Preserving Collaborative Machine Learning at a Scale.

Rania Talbi

Proceedings of the 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks, 2020

2018

Exploratory Study of Privacy Preserving Fraud Detection.

Rémi Canillas, Rania Talbi, Sara Bouchenak, Omar Hasan, Lionel Brunie, Laurent Sarrat

Proceedings of the 19th International Middleware Conference, 2018

Towards Dynamic End-to-End Privacy Preserving Data Classification.

Rania Talbi, Sara Bouchenak, Lydia Y. Chen

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018