Towards One-for-All Robustness Across a Continuum of Threat Levels

Zhichao Hou, Xiaorui Liu

Adversarially robust models often overfit to a specific attack budget, necessitating multiple specialized models for diverse and dynamic adversarial environments, a strategy that b…