Online query answering with differential privacy: a utility-driven approach using Bayesian inference
Yonghui XiaoLi XiongPublished in: CoRR (2012)
Keyphrases
- bayesian inference
- query answering
- differential privacy
- differentially private
- data exchange
- probabilistic model
- privacy preserving
- data integration
- integrity constraints
- data sharing
- incomplete information
- prior information
- privacy preservation
- answering queries
- statistical inference
- conjunctive queries
- data privacy
- personal information
- particle filter
- database
- schema mappings
- decision making
- information retrieval
- data sets
- data mining
- machine learning
- graphical models
- data management