Input and Output Privacy-Preserving Linear Regression.
Yoshinori AonoTakuya HayashiLe Trieu PhongLihua WangPublished in: IEICE Trans. Inf. Syst. (2017)
Keyphrases
- privacy preserving
- linear regression
- least squares
- privacy preserving data mining
- input data
- input variables
- private information
- vertically partitioned data
- regression methods
- sensitive information
- privacy preservation
- multi party
- data privacy
- preserving privacy
- sensitive data
- partitioned data
- privacy sensitive
- nonlinear regression
- privacy concerns
- naive bayesian classification
- horizontally partitioned data
- private data
- differential privacy
- record linkage
- privacy protection
- privacy requirements
- scalar product
- machine learning
- privacy guarantees
- privacy issues
- classification accuracy