VoxShield disrupts inter-slice frequency consistency and semantic logits in 3D medical images to degrade segmentation model performance to near-random levels with epsilon=4/255 perturbations.
In: International Conference on Learning Repre- sentations (ICLR) (2021),https://openreview.net/forum?id=iAmZUo0DxC0 10 X
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VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
VoxShield disrupts inter-slice frequency consistency and semantic logits in 3D medical images to degrade segmentation model performance to near-random levels with epsilon=4/255 perturbations.