Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization

Jiancong Xiao, Ruoyu Sun, Qi Long +1

Training Deep Neural Networks (DNNs) with adversarial examples often results in poor generalization to test-time adversarial data. This paper investigates this issue, known as adve…