Towards Dynamic End-to-End Privacy Preserving Data Classification. - Rania Talbi; Sara Bouchenak; Lydia Y. Chen (DSN Workshops, 2018)

Exploratory Study of Privacy Preserving Fraud Detection. - Rémi Canillas; Rania Talbi; Sara Bouchenak; Omar Hasan; Lionel Brunie; Laurent Sarrat (Middleware Industry, 2018)

Towards Practical Privacy-Preserving Collaborative Machine Learning at a Scale. - Rania Talbi (DSN (Supplements), 2020)

An Exploratory Analysis on Users' Contributions in Federated Learning. - Jiyue Huang; Rania Talbi; Zilong Zhao 001; Sara Bouchenak; Lydia Y. Chen; Stefanie Roos (TPS-ISA, 2020)

Robust and privacy preserving distributed machine learning. (Apprentissage automatique distribué robuste et respectueux de la vie privée). - Rania Talbi (2021)

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)