Connect the Dots: Tighter Discrete Approximations of Privacy Loss Distributions.
Vadym DoroshenkoBadih GhaziPritish KamathRavi KumarPasin ManurangsiPublished in: Proc. Priv. Enhancing Technol. (2022)
Keyphrases
- upper bound
- efficient algorithms to compute
- information loss
- probability distribution
- random variables
- personal information
- privacy aware
- privacy preserving
- privacy preserving data mining
- discrete version
- location privacy
- closed form
- security issues
- power law
- neural network
- privacy preservation
- discrete geometry
- lower bound
- kullback leibler divergence
- private data
- continuous variables
- security risks
- statistical databases
- linear functions
- difference equations
- privacy enhancing