Grafting Laplace and Gaussian distributions: A new noise mechanism for differential privacy.
Gokularam MuthukrishnanSheetal KalyaniPublished in: CoRR (2022)
Keyphrases
- gaussian distribution
- differential privacy
- differentially private
- privacy guarantees
- privacy preserving
- maximum likelihood
- private data
- data sharing
- privacy preservation
- gaussian mixture model
- kl divergence
- marginal distributions
- expectation maximization
- privacy protection
- multivariate gaussian
- data privacy
- privacy preserving data mining
- face recognition
- personal information
- mixture model
- web search