Qinyuan Zheng

Certified Adversarial Robustness Under the Bounded Support Set

Deep neural networks (DNNs) have revealed severe vulnerability to adversarial perturbations, beside empirical adversarial training for robustness, the design of provably robust classifiers attracts more and more attention. Randomized smoothing methods provide the certified robustness with agnostic a…