Privacy Leakage Avoidance with Switching Ensembles.
Rauf IzmailovPeter LinChris MesterharmSamyadeep BasuPublished in: CoRR (2019)
Keyphrases
- privacy preserving
- personal information
- private information
- decision trees
- information leakage
- private data
- ensemble methods
- ensemble learning
- sensitive information
- statistical databases
- privacy protection
- privacy preservation
- security concerns
- privacy aware
- privacy preserving data mining
- differential privacy
- personal data
- data publishing
- privacy requirements
- security issues
- database
- privacy policies
- identity management
- weighted voting
- location privacy
- individual privacy
- random forests
- aspects of data mining
- data leakage prevention