Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing

Song Xia, Yi Yu, Xudong Jiang +1

Randomized Smoothing (RS) has been proven a promising method for endowing an arbitrary image classifier with certified robustness. However, the substantial uncertainty inherent in…