Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games

Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar +1

Adversarial training is a standard technique for training adversarially robust models. In this paper, we study adversarial training as an alternating best-response strategy in a 2-…