Daniel Truhn
1 indexed paper
Recent (6 mo)
1With code
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126
Top categories
Vision×1AI×1NLP×1ML×1
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Research Timeline
2026
Cross-modal linkage risk in clinical vision-language models
The paper demonstrates that clinical vision-language models (VLMs) pose a significant privacy risk by allowing de-identified images to be re-linked to original reports, and proposes a targeted differential privacy (DP) fine-tuning method to mitigate this risk while preserving clinical utility.
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