Decoder-free Robustness Disentanglement without (Additional) Supervision

Yifei Wang, Dan Peng, Furui Liu +3

Adversarial Training (AT) is proposed to alleviate the adversarial vulnerability of machine learning models by extracting only robust features from the input, which, however, inevi…