Privacy-Preserving Learning of Random Forests Without Revealing the Trees.
Lukas-Malte BammertStefan KramerMattia CerratoErnst AlthausPublished in: DS (2023)
Keyphrases
- privacy preserving
- random forests
- tree ensembles
- decision trees
- vertically partitioned data
- logistic regression
- random forest
- privacy preservation
- privacy protection
- privacy preserving data mining
- preserving privacy
- scalar product
- supervised learning
- sensitive information
- private information
- active learning
- learning algorithm