Pierre Jobic

According to our database, Pierre Jobic authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

When Gradients Leak: On the Scope and Limits of Reconstruction Attacks in Federated Learning. (Quand les gradients révèlent des informations: portée et limites des attaques par reconstruction en apprentissage fédéré).

Pierre Jobic

PhD thesis, 2025

Label Leakage in Regression Federated Learning Using Cryptographic Tools.

Pierre Jobic, Aurélien Mayoue, Sara Tucci Piergiovanni

Proceedings of the Stabilization, Safety, and Security of Distributed Systems, 2025

2024

Fantastyc: Blockchain-Based Federated Learning Made Secure and Practical.

William Boitier, Antonella Del Pozzo, Álvaro García-Pérez, Stéphane Gazut, Pierre Jobic, Alexis Lemaire, Erwan Mahe, Aurélien Mayoue, Maxence Perion, Tuanir Franca Rezende, Deepika Singh, Sara Tucci Piergiovanni

Proceedings of the 43rd International Symposium on Reliable Distributed Systems, 2024

Extending the Scope of Gradient Reconstruction Attacks in Federated Averaging.

Pierre Jobic, Aurélien Mayoue, Sara Tucci Piergiovanni, François Terrier

Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2024

2023

<tt>dnadna</tt>: a deep learning framework for population genetics inference.

Théophile Sanchez, Erik Madison Bray, Pierre Jobic, Jérémy Guez, Anne-Catherine Letournel, Guillaume Charpiat, Jean Cury, Flora Jay

Bioinform., January, 2023

Federated Learning with Nonvacuous Generalisation Bounds.

Pierre Jobic, Maxime Haddouche, Benjamin Guedj

CoRR, 2023