Defending Against Adversarial Attacks by Leveraging an Entire GAN

Gokula Krishnan Santhanam, Paulina Grnarova

Recent work has shown that state-of-the-art models are highly vulnerable to adversarial perturbations of the input. We propose cowboy, an approach to detecting and defending agains…