Towards an Efficient Privacy-Preserving Decision Tree Evaluation Service in the Internet of Things.
Lin LiuJinshu SuBaokang ZhaoQiong WangJinrong ChenYuchuan LuoPublished in: Symmetry (2020)
Keyphrases
- privacy preserving
- decision trees
- privacy preserving classification
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- multi party
- sensitive information
- record linkage
- partitioned data
- private data
- private information
- data perturbation
- scalar product
- privacy sensitive
- web services
- privacy issues
- mobile devices
- privacy concerns
- data publishing
- differential privacy
- machine learning
- privacy protection
- sensitive data
- user privacy
- privacy guarantees
- preserving privacy
- privacy requirements
- random projections
- horizontally partitioned
- naive bayesian classification
- privacy preserving association rule mining
- horizontally partitioned data