Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding.
Mengyu SunZiyuan YangMaosong RanZhiwen WangHui YuYi ZhangPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- medical image analysis
- private information
- deep learning
- privacy concerns
- medical images
- sensitive information
- privacy preserving data mining
- machine learning
- privacy issues
- deformable models
- information sharing
- medical imaging
- privacy preservation
- secure multiparty computation
- differential privacy
- privacy protection
- image data
- high dimensional
- image segmentation
- image processing