Privacy-Preserving Distributed Decision Tree Learning with Boolean Class Attributes.
Hiroaki KikuchiKouichi ItohMebae UshidaHiroshi TsudaYuji YamaokaPublished in: AINA (2013)
Keyphrases
- privacy preserving
- decision tree learning
- horizontally partitioned data
- horizontally partitioned
- attribute values
- multi party
- partitioned data
- privacy sensitive
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- secure multiparty computation
- decision trees
- privacy preserving classification
- data privacy
- constructive induction
- private information
- privacy protection
- privacy concerns
- sensitive information
- peer to peer
- ensemble methods
- class labels
- preserving privacy
- scalar product
- differential privacy
- data mining
- feature extraction
- database systems
- meta learning