Explaining Classifiers using Adversarial Perturbations on the Perceptual Ball

Andrew Elliott, Stephen Law, Chris Russell

We present a simple regularization of adversarial perturbations based upon the perceptual loss. While the resulting perturbations remain imperceptible to the human eye, they differ…