Functional Mechanism: Regression Analysis under Differential Privacy.
Jun ZhangZhenjie ZhangXiaokui XiaoYin YangMarianne WinslettPublished in: Proc. VLDB Endow. (2012)
Keyphrases
- regression analysis
- differential privacy
- differentially private
- privacy guarantees
- privacy preserving
- regression model
- linear regression model
- private data
- explanatory variables
- factor analysis
- privacy preservation
- linear regression models
- data sharing
- personal information
- privacy protection
- clustering method
- language model
- machine learning
- data mining