On the Differential Privacy of Bayesian Inference.
Zuhe ZhangBenjamin I. P. RubinsteinChristos DimitrakakisPublished in: CoRR (2015)
Keyphrases
- bayesian inference
- differential privacy
- differentially private
- privacy preserving
- private data
- prior information
- probabilistic model
- privacy guarantees
- statistical inference
- data sharing
- privacy preservation
- privacy preserving data mining algorithms
- data privacy
- personal information
- data sets
- search logs
- privacy preserving data mining
- anonymized data
- privacy protection
- graphical models
- dynamic programming
- bayesian networks