Multitask Learning Strengthens Adversarial Robustness

Chengzhi Mao, Amogh Gupta, Vikram Nitin +4

Although deep networks achieve strong accuracy on a range of computer vision benchmarks, they remain vulnerable to adversarial attacks, where imperceptible input perturbations fool…