Privacy preserving decision tree learning over multiple parties.
Fatih EmekçiOzgur D. SahinDivyakant AgrawalAmr El AbbadiPublished in: Data Knowl. Eng. (2007)
Keyphrases
- privacy preserving
- decision tree learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- horizontally partitioned
- privacy concerns
- sensitive information
- multi party
- decision trees
- preserving privacy
- partitioned data
- private data
- data privacy
- differential privacy
- horizontally partitioned data
- privacy issues
- homomorphic encryption
- privacy sensitive
- constructive induction
- privacy protection
- secure multiparty computation
- privacy guarantees
- data perturbation
- concept learning
- nearest neighbor
- scalar product
- support vector machine
- learning algorithm
- data sets