Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria

Nuoyan Zhou, Nannan Wang, Decheng Liu +2

Deep neural networks are vulnerable to adversarial noise. Adversarial Training (AT) has been demonstrated to be the most effective defense strategy to protect neural networks from…