SPEED: Secure, PrivatE, and Efficient Deep learning

Arnaud Grivet Sébert, Rafael Pinot, Martin Zuber +2

We introduce a deep learning framework able to deal with strong privacy constraints. Based on collaborative learning, differential privacy and homomorphic encryption, the proposed…