Optimal Transport as a Defense Against Adversarial Attacks

Quentin Bouniot, Romaric Audigier, Angélique Loesch

Deep learning classifiers are now known to have flaws in the representations of their class. Adversarial attacks can find a human-imperceptible perturbation for a given image that…