Transferable Universal Adversarial Perturbations Using Generative Models

Atiye Sadat Hashemi, Andreas Bär, Saeed Mozaffari +1

Deep neural networks tend to be vulnerable to adversarial perturbations, which by adding to a natural image can fool a respective model with high confidence. Recently, the existenc…