Robustness of Rotation-Equivariant Networks to Adversarial Perturbations

Beranger Dumont, Simona Maggio, Pablo Montalvo

Deep neural networks have been shown to be vulnerable to adversarial examples: very small perturbations of the input having a dramatic impact on the predictions. A wealth of advers…