Two Heads are Better than One: Robust Learning Meets Multi-branch Models

Zongyuan Zhang, Qingwen Bu, Tianyang Duan +5

Deep neural networks (DNNs) are vulnerable to adversarial examples, in which DNNs are misled to false outputs due to inputs containing imperceptible perturbations. Adversarial trai…