Evaluating DPSGD clipping methods on medical segmentation shows prior assumptions fail in this domain, but adding morphological refinement and an adaptive DP-Morph variant improves utility under privacy constraints.
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From Gradient Clipping to Structural Refinement: Improving DPSGD for Medical Image Segmentation
Evaluating DPSGD clipping methods on medical segmentation shows prior assumptions fail in this domain, but adding morphological refinement and an adaptive DP-Morph variant improves utility under privacy constraints.