no code implementations • 1 Sep 2020 • Sinem Sav, Apostolos Pyrgelis, Juan R. Troncoso-Pastoriza, David Froelicher, Jean-Philippe Bossuat, Joao Sa Sousa, Jean-Pierre Hubaux
In this paper, we address the problem of privacy-preserving training and evaluation of neural networks in an $N$-party, federated learning setting.
1 code implementation • 8 Jul 2020 • Sylvain Chatel, Apostolos Pyrgelis, Juan R. Troncoso-Pastoriza, Jean-Pierre Hubaux
Service providers are interested in verifying the integrity of the users' data to improve their services and obtain useful knowledge for their business.
Cryptography and Security