Improving adversarial robustness of deep neural networks by using semantic information

Lina Wang, Rui Tang, Yawei Yue +4

The vulnerability of deep neural networks (DNNs) to adversarial attack, which is an attack that can mislead state-of-the-art classifiers into making an incorrect classification wit…