Position: Towards Resilience Against Adversarial Examples

Sihui Dai, Chong Xiang, Tong Wu +1

Current research on defending against adversarial examples focuses primarily on achieving robustness against a single attack type such as ${\ell }_2$ or ${\ell }_{\infty }$-bounded attack…