Active Privacy-Utility Trade-Off Against A Hypothesis Testing Adversary.
Ecenaz ErdemirPier Luigi DragottiDeniz GündüzPublished in: ICASSP (2021)
Keyphrases
- hypothesis testing
- trade off
- differential privacy
- privacy requirements
- sensitive attributes
- likelihood ratio
- privacy preserving
- statistical tests
- personal information
- sensitive information
- private information
- hypothesis test
- robust statistical
- privacy preserving data mining
- privacy protection
- confidence intervals
- null hypothesis
- utility function
- likelihood ratio test
- false discovery rate
- sensitive data
- privacy concerns
- data publishing
- bayesian networks