P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification.
Bingzhe WuShiwan ZhaoGuangyu SunXiaolu ZhangZhong SuCaihong ZengZhihong LiuPublished in: CVPR (2019)
Keyphrases
- privacy preserving
- image classification
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- image representation
- data privacy
- sensitive information
- multi party
- private information
- privacy protection
- privacy sensitive
- horizontally partitioned
- privacy issues
- feature extraction
- privacy concerns
- image features
- privacy preserving association rule mining
- scalar product
- horizontally partitioned data
- naive bayesian classification
- partitioned data
- information systems
- privacy requirements
- private data
- medical data
- face recognition
- data perturbation
- secure multiparty computation
- differential privacy
- sensitive data
- feature selection