Heming Cui

Towards Building More Robust Models with Frequency Bias

2023 · arXiv (Cornell University)

The vulnerability of deep neural networks to adversarial samples has been a major impediment to their broad applications, despite their success in various fields. Recently, some works suggested that adversarially-trained models emphasize the importance of …