SecureMLDebugger: A Privacy-Preserving Machine Learning Debugging Tool.
Peiyi HanChaozheng WangChuanyi LiuShaoming DuanHezhong PanPengshuai LuoPublished in: DSC (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- sensitive information
- data privacy
- private information
- secure multiparty computation
- data perturbation
- privacy protection
- private data
- horizontally partitioned data
- data transformation
- record linkage
- feature selection
- sensitive data
- multi party
- privacy concerns
- scalar product
- partitioned data
- privacy sensitive
- decision trees
- privacy guarantees
- data mining
- privacy preserving classification
- databases
- database