The Odds are Odd: A Statistical Test for Detecting Adversarial Examples

Kevin Roth, Yannic Kilcher, Thomas Hofmann

Abstract: We investigate conditions under which test statistics exist that can reliably detect examples, which have been adversarially manipulated in a white-box attack. These statistics can be easily comput...