Grafting Laplace and Gaussian distributions: A new noise mechanism for differential privacy.

Gokularam Muthukrishnan Sheetal Kalyani

Published 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