A closed form scale bound for the (ε, δ)-differentially private Gaussian Mechanism valid for all privacy regimes.
Staal A. VinterboPublished in: CoRR (2020)
Keyphrases
- closed form
- differentially private
- differential privacy
- gaussian mixture
- privacy guarantees
- privacy preserving
- closed form expressions
- private data
- upper bound
- closed form solutions
- lower bound
- point correspondences
- scale space
- maximum likelihood
- data privacy
- privacy preservation
- exponential family
- gaussian mixture model