On-Average KL-Privacy and its equivalence to Generalization for Max-Entropy Mechanisms.
Yu-Xiang WangJing LeiStephen E. FienbergPublished in: CoRR (2016)
Keyphrases
- privacy preserving
- kullback leibler
- information theoretic
- equivalence relation
- security mechanisms
- mutual information
- information theory
- personal information
- privacy concerns
- kullback leibler divergence
- mechanism design
- privacy preserving data mining
- security issues
- kl divergence
- security services
- data mining
- privacy preservation
- differential privacy
- privacy protection
- privacy aware
- location privacy
- security concerns
- confidential data
- privacy enhancing