Limit Distribution Theory for KL divergence and Applications to Auditing Differential Privacy.
Sreejith SreekumarZiv GoldfeldKengo KatoPublished in: ISIT (2023)
Keyphrases
- kl divergence
- differential privacy
- differentially private
- information theoretic
- kullback leibler divergence
- mahalanobis distance
- gaussian distribution
- exponential family
- privacy preserving
- information theory
- gaussian mixture
- posterior distribution
- probability density
- probabilistic latent semantic analysis
- privacy preservation
- mutual information
- data sharing
- closed form
- data sets
- probability density function
- social networks