Privacy-Preserving Object Detection for Medical Images With Faster R-CNN.
Yang LiuZhuo MaXimeng LiuSiqi MaKui RenPublished in: IEEE Trans. Inf. Forensics Secur. (2022)
Keyphrases
- medical images
- privacy preserving
- object detection
- privacy preserving data mining
- privacy preservation
- deformable models
- medical image analysis
- medical image segmentation
- medical imaging
- anatomical structures
- vertically partitioned data
- mr images
- medical data
- private information
- multi party
- data privacy
- computer vision
- sensitive information
- record linkage
- sensitive data
- privacy protection
- differential privacy
- preserving privacy
- privacy concerns
- privacy requirements
- biomedical images
- privacy preserving association rule mining
- private data
- partitioned data
- segmentation of medical images
- data perturbation
- privacy guarantees
- machine learning
- user privacy
- scalar product
- medical image retrieval
- privacy issues
- horizontally partitioned data