Information-Theoretic Bounds for Differentially Private Mechanisms.
Gilles BartheBoris KöpfPublished in: CSF (2011)
Keyphrases
- information theoretic
- differentially private
- information theory
- mutual information
- contingency tables
- differential privacy
- theoretic framework
- information theoretic measures
- information bottleneck
- jensen shannon divergence
- kullback leibler divergence
- kl divergence
- data mining
- data objects
- data management
- image registration
- knn