On the existence of solutions to adversarial training in multiclass classification

Nicolas Garcia Trillos, Matt Jacobs, Jakwang Kim

We study three models of the problem of adversarial training in multiclass classification designed to construct robust classifiers against adversarial perturbations of data in the…