Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training

Kristjan Greenewald, Yuancheng Yu, Hao Wang +1

Training generative models with differential privacy (DP) typically involves injecting noise into gradient updates or adapting the discriminator's training procedure. As a result,…