DeepSecure: Scalable Provably-Secure Deep Learning

Bita Darvish Rouhani, M. Sadegh Riazi, Farinaz Koushanfar

This paper proposes DeepSecure, a novel framework that enables scalable execution of the state-of-the-art Deep Learning (DL) models in a privacy-preserving setting. DeepSecure targ…