Demystifying the Adversarial Robustness of Random Transformation Defenses

Chawin Sitawarin, Zachary Golan-Strieb, David Wagner

Neural networks' lack of robustness against attacks raises concerns in security-sensitive settings such as autonomous vehicles. While many countermeasures may look promising, only…