Adversarial Attacks are Reversible with Natural Supervision

Chengzhi Mao, Mia Chiquier, Hao Wang +2

We find that images contain intrinsic structure that enables the reversal of many adversarial attacks. Attack vectors cause not only image classifiers to fail, but also collaterall…