Verifying the Causes of Adversarial Examples

Honglin Li, Yifei Fan, Frieder Ganz +2

The robustness of neural networks is challenged by adversarial examples that contain almost imperceptible perturbations to inputs, which mislead a classifier to incorrect outputs i…