A Le Cam Type Bound for Adversarial Learning and Applications

Qiuling Xu, Kevin Bello, Jean Honorio

Robustness of machine learning methods is essential for modern practical applications. Given the arms race between attack and defense methods, one may be curious regarding the fund…