Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering

Ce Feng, Nuo Xu, Wujie Wen +2

Differential privacy is a widely accepted measure of privacy in the context of deep learning algorithms, and achieving it relies on a noisy training approach known as differentiall…