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News/Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling
arxiv
PublishedJuly 13, 2026 at 4:00 AM
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Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling

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arXiv:2607.08867v1 Announce Type: cross Abstract: Cloud-based deep learning enables large-scale medical image analysis but raises significant privacy concerns when sensitive patient images are outsourced for model development. Image disguising has recently emerged as a promising privacy-enhancing te

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