Salient Information Preserving Adversarial Training Improves Clean and Robust Accuracy

Timothy Redgrave, Adam Czajka

In this work we introduce Salient Information Preserving Adversarial Training (SIP-AT), an intuitive method for relieving the robustness-accuracy trade-off incurred by traditional…