P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification.
Bingzhe WuShiwan ZhaoGuangyu SunXiaolu ZhangZhong SuCaihong ZengZhihong LiuPublished in: CoRR (2019)
Keyphrases
- data mining
- privacy preserving
- image classification
- privacy preserving data mining
- privacy preservation
- privacy preserving association rule mining
- vertically partitioned data
- medical data
- multi party
- data privacy
- privacy concerns
- sensitive information
- private information
- privacy sensitive
- horizontally partitioned data
- privacy protection
- sensitive data
- partitioned data
- differential privacy
- private data
- data publishing
- privacy requirements
- secure multiparty computation
- scalar product
- image features
- privacy preserving classification
- data perturbation
- preserving privacy
- record linkage
- horizontally partitioned
- data sharing
- image representation
- data warehouse
- privacy preserving data mining algorithms