Differentially Private Non-convex Learning for Multi-layer Neural Networks

Hanpu Shen, Cheng-Long Wang, Zihang Xiang +2

This paper focuses on the problem of Differentially Private Stochastic Optimization for (multi-layer) fully connected neural networks with a single output node. In the first part,…