Smooth-Reduce: Leveraging Patches for Improved Certified Robustness

Ameya Joshi, Minh Pham, Minsu Cho +4

Randomized smoothing (RS) has been shown to be a fast, scalable technique for certifying the robustness of deep neural network classifiers. However, methods based on RS require aug…