Unsupervised Detection of Adversarial Examples with Model Explanations

Gihyuk Ko, Gyumin Lim

Deep Neural Networks (DNNs) have shown remarkable performance in a diverse range of machine learning applications. However, it is widely known that DNNs are vulnerable to simple ad…