Enhancing DPSGD via Per-Sample Momentum and Low-Pass Filtering

Xincheng Xu, Thilina Ranbaduge, Qing Wang +2

Differentially Private Stochastic Gradient Descent (DPSGD) is widely used to train deep neural networks with formal privacy guarantees. However, the addition of differential privac…