What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction

Yijun Yang, Ruiyuan Gao, Yu Li +2

Adversarial examples (AEs) pose severe threats to the applications of deep neural networks (DNNs) to safety-critical domains, e.g., autonomous driving. While there has been a vast…