On the Robustness of Domain Adaption to Adversarial Attacks

Liyuan Zhang, Yuhang Zhou, Lei Zhang

State-of-the-art deep neural networks (DNNs) have been proved to have excellent performance on unsupervised domain adaption (UDA). However, recent work shows that DNNs perform poor…