Bayesian and Frequentist Semantics for Common Variations of Differential Privacy: Applications to the 2020 Census.
Daniel KiferJohn M. AbowdRobert AshmeadRyan Cumings-MenonPhilip LeclercAshwin MachanavajjhalaWilliam SextonPavel ZhuravlevPublished in: CoRR (2022)
Keyphrases
- differential privacy
- differentially private
- private data
- privacy preserving
- privacy guarantees
- privacy preservation
- tabular data
- privacy preserving data mining algorithms
- data sharing
- bayesian networks
- database
- privacy protection
- data privacy
- personal information
- probabilistic model
- database systems
- social networks
- databases