Privacy-preserving Bayesian network structure computation on distributed heterogeneous data.
Rebecca N. WrightZhiqiang YangPublished in: KDD (2004)
Keyphrases
- privacy preserving
- heterogeneous data
- bayesian network structure
- partitioned data
- bayesian networks
- horizontally partitioned data
- data integration
- privacy preserving data mining
- vertically partitioned data
- databases
- data management
- multi party
- horizontally partitioned
- learning bayesian networks
- data sources
- conditional independence
- metadata
- directed acyclic graph
- complex data
- privacy sensitive
- scalar product
- scoring function
- web data
- conditional probabilities
- secure multiparty computation
- data privacy
- search space
- high dimensional
- social networks