Outsourced privacy-preserving C4.5 decision tree algorithm over horizontally and vertically partitioned dataset among multiple parties.
Ye LiZoe Lin JiangLin YaoXuan WangSiu-Ming YiuZhengan HuangPublished in: Clust. Comput. (2019)
Keyphrases
- privacy preserving
- decision tree algorithm
- privacy preserving data mining
- private data
- multi party
- decision trees
- vertically partitioned data
- data privacy
- private information
- horizontally partitioned
- privacy preservation
- preserving privacy
- partitioned data
- privacy protection
- privacy concerns
- sensitive information
- secure multiparty computation
- privacy issues
- horizontally partitioned data
- privacy sensitive
- data mining
- privacy requirements
- third party
- privacy preserving association rule mining
- real world
- privacy guarantees
- data perturbation
- cost sensitive
- scalar product
- image classification
- feature selection