Towards Deep Learning Models Resistant to Large Perturbations

Amirreza Shaeiri, Rozhin Nobahari, Mohammad Hossein Rohban

Adversarial robustness has proven to be a required property of machine learning algorithms. A key and often overlooked aspect of this problem is to try to make the adversarial nois…