Towards Practical Privacy-Preserving Decision Tree Training and Evaluation in the Cloud.
Lin LiuRongmao ChenXimeng LiuJinshu SuLinbo QiaoPublished in: IEEE Trans. Inf. Forensics Secur. (2020)
Keyphrases
- privacy preserving
- decision trees
- privacy preserving classification
- vertically partitioned data
- privacy preservation
- privacy preserving data mining
- privacy preserving data mining algorithms
- data privacy
- multi party
- training set
- private data
- record linkage
- private information
- naive bayesian classification
- emerging patterns
- privacy issues
- privacy concerns
- preserving privacy
- horizontally partitioned data
- privacy sensitive
- partitioned data
- scalar product
- sensitive information
- privacy protection
- data perturbation
- differential privacy
- privacy preserving association rule mining
- sensitive data
- machine learning
- cloud computing
- homomorphic encryption
- personal data