Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection

Ching-Hao Chiu, Hao-Wei Chung, Gelei Xu +7

With the rapid adoption of generative AI, synthetic medical images pose growing risks, including diagnostic deception and insurance fraud. Although prior work has explored vision-l…