SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness

Jongheon Jeong, Sejun Park, Minkyu Kim +3

Randomized smoothing is currently a state-of-the-art method to construct a certifiably robust classifier from neural networks against ${\ell }_2$-adversarial perturbations. Under the…