Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary.
Ece Naz ErdemirPier Luigi DragottiDeniz GündüzPublished in: CoRR (2021)
Keyphrases
- hypothesis testing
- trade off
- differential privacy
- privacy requirements
- sensitive attributes
- likelihood ratio
- privacy preserving
- utility function
- statistical tests
- personal information
- likelihood ratio test
- hypothesis test
- hypothesis tests
- private information
- privacy preservation
- statistical analysis
- data publishing
- privacy preserving data mining
- data sets
- robust statistical
- information loss
- privacy protection
- test statistic
- sensitive information
- knowledge discovery