Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data.
Jianjie MaKrishnamoorthy SivakumarPublished in: DMIN (2006)
Keyphrases
- distributed data
- privacy preserving
- bayesian network learning
- data privacy
- bayesian networks
- privacy concerns
- distributed data mining
- data sharing
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data distribution
- communication cost
- sensitive information
- parameter learning
- file system
- privacy protection
- databases
- sensitive data
- data mining algorithms
- differential privacy
- private information
- data access
- data integration
- knowledge discovery
- pairwise
- decision trees