DataFreeShield: Defending Adversarial Attacks without Training Data

Hyeyoon Lee, Kanghyun Choi, Dain Kwon +5

Recent advances in adversarial robustness rely on an abundant set of training data, where using external or additional datasets has become a common setting. However, in real life,…