${\ell }_{\infty }$-Robustness and Beyond: Unleashing Efficient Adversarial Training

Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie

Neural networks are vulnerable to adversarial attacks: adding well-crafted, imperceptible perturbations to their input can modify their output. Adversarial training is one of the m…