EnResNet: ResNets Ensemble via the Feynman-Kac Formalism for Adversarial Defense and Beyond

Abstract

Empirical adversarial risk minimization is a widely used mathematical framework to robustly train deep neural nets that are resistant to adversarial attacks. However, both natural and robust accura...