Adversarial Robustness Against the Union of Multiple Perturbation Models

Pratyush Maini, Eric Wong, J. Zico Kolter

Owing to the susceptibility of deep learning systems to adversarial attacks, there has been a great deal of work in developing (both empirically and certifiably) robust classifiers…