PROTEGO is a proposed plug-in detector that classifies adversarial versus normal images for Vision Transformers using the difference between adversarial and clean token features, reporting AUC over 0.95.
”Towards robust vision transformer.” Proceedings of the IEEE/CVF conference on Computer Vision and Pattern Recogni- tion
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Protego: Detecting Adversarial Examples for Vision Transformers via Intrinsic Capabilities
PROTEGO is a proposed plug-in detector that classifies adversarial versus normal images for Vision Transformers using the difference between adversarial and clean token features, reporting AUC over 0.95.