DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling

1 code implementation • 18 Oct 2022 • Jianxin Wei, Ergute Bao, Xiaokui Xiao, Yin Yang

A classic mechanism for this purpose is DP-SGD, which is a differentially private version of the stochastic gradient descent (SGD) optimizer commonly used for DNN training.

Feature Engineering Privacy Preserving