Class-Aware Domain Adaptation for Improving Adversarial Robustness

Xianxu Hou, Jingxin Liu, Bolei Xu +3

Recent works have demonstrated convolutional neural networks are vulnerable to adversarial examples, i.e., inputs to machine learning models that an attacker has intentionally desi…