Nowhere to Hide: A Lightweight Unsupervised Detector against Adversarial Examples

Hui Liu, Bo Zhao, Kehuan Zhang +1

Although deep neural networks (DNNs) have shown impressive performance on many perceptual tasks, they are vulnerable to adversarial examples that are generated by adding slight but…