Privacy-Preserving Collaborative Prediction using Random Forests.
Irene GiacomelliSomesh JhaRoss KleimanDavid PageKyonghwan YoonPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- random forests
- prediction accuracy
- ensemble methods
- random forest
- privacy preserving data mining
- decision trees
- machine learning algorithms
- privacy preservation
- vertically partitioned data
- logistic regression
- multi party
- privacy protection
- data privacy
- sensitive information
- preserving privacy
- differential privacy
- scalar product
- horizontally partitioned data
- privacy concerns
- private data
- conformal prediction
- sensitive data
- data sets
- private information
- privacy issues
- data perturbation
- feature set
- secure multiparty computation
- partitioned data
- privacy sensitive
- naive bayes
- cloud computing
- high dimensional
- bayesian networks
- machine learning