Adapting to Evolving Adversaries with Regularized Continual Robust Training

Sihui Dai, Christian Cianfarani, Arjun Bhagoji +2

Robust training methods typically defend against specific attack types, such as Lp attacks with fixed budgets, and rarely account for the fact that defenders may encounter new atta…