Adversarial Robustness via Fisher-Rao Regularization

Marine Picot, Francisco Messina, Malik Boudiaf +3

Adversarial robustness has become a topic of growing interest in machine learning since it was observed that neural networks tend to be brittle. We propose an information-geometric…