Localized Adversarial Training for Increased Accuracy and Robustness in Image Classification

Eitan Rothberg, Tingting Chen, Luo Jie +1

Today's state-of-the-art image classifiers fail to correctly classify carefully manipulated adversarial images. In this work, we develop a new, localized adversarial attack that ge…