On-Average KL-Privacy and Its Equivalence to Generalization for Max-Entropy Mechanisms.
Yu-Xiang WangJing LeiStephen E. FienbergPublished in: PSD (2016)
Keyphrases
- privacy preserving
- equivalence relation
- personal information
- information theory
- security mechanisms
- statistical databases
- data sets
- security concerns
- location privacy
- private data
- kullback leibler divergence
- privacy protection
- security issues
- private information
- information theoretic
- mutual information
- kl divergence
- kullback leibler
- security risks
- fuzzy entropy
- decision trees
- database
- privacy enhancing