On the Differential Privacy of Bayesian Inference.
Zuhe ZhangBenjamin I. P. RubinsteinChristos DimitrakakisPublished in: AAAI (2016)
Keyphrases
- bayesian inference
- differential privacy
- differentially private
- privacy preserving
- probabilistic model
- privacy guarantees
- private data
- prior information
- privacy preservation
- data sharing
- data privacy
- statistical inference
- privacy preserving data mining algorithms
- personal information
- expectation propagation
- particle filter
- databases
- anonymized data
- query expansion
- information retrieval
- database