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