Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions

Yuhang Wu, Sunpreet S. Arora, Yanhong Wu +1

Adversarial examples are input examples that are specifically crafted to deceive machine learning classifiers. State-of-the-art adversarial example detection methods characterize a…