Outsourcing Privacy Preserving ID3 Decision Tree Algorithm over Encrypted Data-sets for Two-Parties.
Ye LiZoe Lin JiangXuan WangSiu-Ming YiuPeng ZhangPublished in: TrustCom/BigDataSE/ICESS (2017)
Keyphrases
- privacy preserving
- decision tree algorithm
- data sets
- decision trees
- privacy preserving data mining
- privacy preservation
- classification rules
- vertically partitioned data
- multi party
- cost sensitive
- homomorphic encryption
- classification models
- horizontally partitioned data
- private information
- privacy sensitive
- scalar product
- partitioned data
- sensitive information
- horizontally partitioned
- data privacy
- training set
- sensitive data
- secure multiparty computation
- training data
- privacy preserving association rule mining
- real world
- private data
- differential privacy
- record linkage
- service providers
- privacy issues
- naive bayes
- data perturbation
- image classification
- data sources