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.