ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing

Théo Ryffel, Pierre Tholoniat, David Pointcheval +1

We propose AriaNN, a low-interaction privacy-preserving framework for private neural network training and inference on sensitive data. Our semi-honest 2-party computation protocol…