Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime.
Jiachun LiaoLalitha SankarVincent Y. F. TanFlávio du Pin CalmonPublished in: IEEE Trans. Inf. Forensics Secur. (2018)
Keyphrases
- hypothesis testing
- mutual information
- privacy preserving
- personal information
- likelihood ratio
- information theoretic
- image registration
- private information
- test statistic
- hypothesis test
- information gain
- false discovery rate
- decision trees
- robust statistical
- statistical tests
- monte carlo
- lower bound
- objective function
- image segmentation