Fast Fourier Transform-Based Spectral and Temporal Gradient Filtering for Differential Privacy

Hyeju Shin, Vincent-Daniel, Kyudan Jung +1

Differential Privacy (DP) has emerged as a key framework for protecting sensitive data in machine learning, but standard DP-SGD often suffers from significant accuracy loss due to…