Privacy-Preserving Bayesian Network Structure Learning on Distributed Heterogeneous Data.
Hongmei WangZheng ZhaoZhi-Wei SunPublished in: PRDC (2005)
Keyphrases
- heterogeneous data
- privacy preserving
- bayesian network structure learning
- databases
- data integration
- privacy preserving data mining
- vertically partitioned data
- data sources
- data management
- multi party
- horizontally partitioned data
- bayesian networks
- privacy preservation
- data privacy
- horizontally partitioned
- privacy sensitive
- complex data
- graph theoretic
- partitioned data
- structure learning
- private information
- sensitive information
- privacy concerns
- preserving privacy
- high dimensional data
- secure multiparty computation
- metadata
- web data
- privacy preserving classification
- data sets
- database
- end users
- machine learning