Neural Network Training on Encrypted Data with TFHE

Luis Montero, Jordan Frery, Celia Kherfallah +2

We present an approach to outsourcing of training neural networks while preserving data confidentiality from malicious parties. We use fully homomorphic encryption to build a unifi…