An Information-Theoretic Characterization of Pufferfish Privacy.
Theshani NuradhaZiv GoldfeldPublished in: ISIT (2022)
Keyphrases
- information theoretic
- differential privacy
- privacy preserving
- mutual information
- information theory
- theoretic framework
- data sharing
- privacy preservation
- information bottleneck
- log likelihood
- information theoretic measures
- data privacy
- privacy preserving data mining
- relative entropy
- personal information
- kullback leibler divergence
- kl divergence
- multi modality
- minimum description length
- similarity measure
- private information
- image registration
- entropy measure
- jensen shannon divergence
- machine learning
- privacy protection
- search engine