Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation

ArXi:2605.13395v1 Announce Type: new Deep neural networks are highly vulnerable to adversarial examples, i.e.,small perturbations that can significantly degrade model performance. While adversarial