USAD: Uncertainty-aware Statistical Adversarial Detection

Zhijian Zhou, Xunye Tian, Jiacheng Zhang +5

Statistical adversarial detection (SAD) treats detection as a two-sample test. Given a reference set of clean examples (CEs) and a batch of queries, potentially containing an unkno…