Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack

Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo +2

Vision transformer (ViT) models, when coupled with interpretation models, are regarded as secure and challenging to deceive, making them well-suited for security-critical domains s…