Extending Differential Privacy for Treating Dependent Records via Information Theory.
Genqiang WuXianyao XiaYeping HePublished in: CoRR (2017)
Keyphrases
- information theory
- differential privacy
- differentially private
- information theoretic
- privacy preserving
- private data
- statistical learning
- jensen shannon divergence
- privacy guarantees
- privacy preservation
- conditional entropy
- databases
- shannon entropy
- machine learning
- data mining
- database
- data sharing
- mutual information
- image analysis