Self-Supervised Adversarial Example Detection by Disentangled Representation

Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng +2

Deep learning models are known to be vulnerable to adversarial examples that are elaborately designed for malicious purposes and are imperceptible to the human perceptual system. A…