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Chiao Tung University ♣, IBM Research ♠ Hon Hai Research Institute
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VLMs may misjudge the authenticity of medical images based on metadata alone, leading to potentially dangerous diagnostic errors.
TRACE reveals how token influence can expose malicious manipulations in RAG systems, achieving high detection rates without heavy computational costs.