Misclassified Examples

Improving Adversarial Robustness Requires Revisiting Misclassified Examples

Deep neural networks (DNNs) are vulnerable to adversarial examples crafted by imperceptible perturbations. A range of defense techniques have been proposed to improve DNN robustness to adversarial examples, among which adversarial training has been …