Jinyu Tian

Self-Supervised Adversarial Example Detection by Disentangled Representation

2022

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. Autoencoder, when trained solely over benign examples, has been …