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.
A survey on vision transformer[J]
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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.