On The Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces

Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen +1

Recent studies have found that deep learning systems are vulnerable to adversarial examples; e.g., visually unrecognizable adversarial images can easily be crafted to result in mis…