Bridging the Performance Gap between FGSM and PGD Adversarial Training

Tianjin Huang, Vlado Menkovski, Yulong Pei +1

Deep learning achieves state-of-the-art performance in many tasks but exposes to the underlying vulnerability against adversarial examples. Across existing defense techniques, adve…