DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing

Wenxiao Wang, Tianhao Wang, Lun Wang +4

Deep learning techniques have achieved remarkable performance in wide-ranging tasks. However, when trained on privacy-sensitive datasets, the model parameters may expose private in…