Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization

Mahyar Fazlyab, Taha Entesari, Aniket Roy +1

To improve the robustness of deep classifiers against adversarial perturbations, many approaches have been proposed, such as designing new architectures with better robustness prop…