Federated Boosted Decision Trees with Differential Privacy.
Samuel MaddockGraham CormodeTianhao WangCarsten MapleSomesh JhaPublished in: CCS (2022)
Keyphrases
- boosted decision trees
- differential privacy
- differentially private
- decision trees
- privacy preserving
- privacy guarantees
- logistic regression models
- data sharing
- digital libraries
- naive bayes
- privacy preservation
- data privacy
- data sources
- personal information
- distributed data
- regression model
- logistic regression
- search logs
- feature selection
- training data
- information retrieval systems