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Jason Rojas

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Jul 2026

Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling

A systematic assessment of PET suitability for confidential medical AI applications showed that image disguising performance varies significantly between tasks; while methods preserved utility for medical image classification, they caused substantial degradation in dense semantic segmentation.

Jason Rojas, Jia-Jie He, Yash Patel et al. · 0 citations

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