A Geometrical Approach to Evaluate the Adversarial Robustness of Deep Neural Networks

Yang Wang, Bo Dong, Ke Xu +4

Deep Neural Networks (DNNs) are widely used for computer vision tasks. However, it has been shown that deep models are vulnerable to adversarial attacks, i.e., their performances d…