Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness

Jieren Deng, Hanbin Hong, Aaron Palmer +5

Randomized smoothing has become a leading method for achieving certified robustness in deep classifiers against l_{p}-norm adversarial perturbations. Current approaches for achievi…