Secure and Privacy-Preserving Decision Tree Classification with Lower Complexity.
Liang XueDongxiao LiuCheng HuangXiaodong LinXuemin Sherman ShenPublished in: J. Commun. Inf. Networks (2020)
Keyphrases
- privacy preserving
- privacy preserving classification
- decision trees
- vertically partitioned data
- lower complexity
- multi party
- scalar product
- emerging patterns
- secure multiparty computation
- horizontally partitioned data
- sensitive data
- privacy preserving data mining
- privacy preservation
- support vector machine classification
- data privacy
- user privacy
- homomorphic encryption
- low complexity
- private information
- privacy sensitive
- privacy concerns
- privacy preserving association rule mining
- horizontally partitioned
- privacy protection
- data perturbation
- sensitive information
- feature selection
- privacy guarantees
- naive bayes
- image data
- differential privacy
- identity management
- computational complexity
- feature extraction
- naive bayesian classification