collaborators

1 paper

cs.LG2025

Technical Report: Full Version of Analyzing and Optimizing Perturbation of DP-SGD Geometrically

Jiawei Duan, Haibo Hu, Qingqing Ye +1

Differential privacy (DP) has become a prevalent privacy model in a wide range of machine learning tasks, especially after the debut of DP-SGD. However, DP-SGD, which directly pert…