Prediction Inconsistency Helps Achieve Generalizable Detection of Adversarial Examples

Sicong Han, Chenhao Lin, Zhengyu Zhao +6

Adversarial detection protects models from adversarial attacks by refusing suspicious test samples. However, current detection methods often suffer from weak generalization: their…