Functional Mechanism: Regression Analysis under Differential Privacy
Jun ZhangZhenjie ZhangXiaokui XiaoYin YangMarianne WinslettPublished in: CoRR (2012)
Keyphrases
- regression analysis
- differential privacy
- differentially private
- privacy guarantees
- privacy preserving
- regression model
- private data
- linear regression model
- factor analysis
- explanatory variables
- privacy preservation
- linear regression models
- data sharing
- data quality
- data privacy
- privacy protection
- data mining
- search logs