Connect the Dots: Tighter Discrete Approximations of Privacy Loss Distributions.
Vadym DoroshenkoBadih GhaziPritish KamathRavi KumarPasin ManurangsiPublished in: CoRR (2022)
Keyphrases
- efficient algorithms to compute
- personal information
- probability distribution
- information loss
- privacy preserving
- upper bound
- privacy enhancing
- private information
- random variables
- differential privacy
- discrete geometry
- closed form
- security issues
- privacy protection
- discrete version
- continuous domains
- neural network
- location privacy
- identity management
- privacy aware
- privacy policies
- privacy concerns
- finite number
- steady state