Information-theoretic metrics for Local Differential Privacy protocols.
Milan Lopuhaä-ZwakenbergBoris SkoricNinghui LiPublished in: CoRR (2019)
Keyphrases
- information theoretic
- differential privacy
- differentially private
- entropy measure
- information theory
- mutual information
- privacy preserving
- theoretic framework
- information bottleneck
- privacy guarantees
- jensen shannon divergence
- privacy preservation
- personal information
- information theoretic measures
- data privacy
- data sharing
- kullback leibler divergence
- information retrieval
- knn
- feature selection
- computer vision