Federated Naive Bayes under Differential Privacy.
Thomas MarchioroLodovico GiarettaEvangelos P. MarkatosSarunas GirdzijauskasPublished in: SECRYPT (2022)
Keyphrases
- naive bayes
- differential privacy
- differentially private
- decision trees
- privacy preserving
- classification accuracy
- logistic regression
- text classification
- naive bayes classifier
- text categorization
- training data
- data sharing
- privacy preservation
- bayesian networks
- personal information
- data privacy
- bayesian network classifiers
- feature selection
- distributed data
- digital libraries
- conditional independence assumption
- augmented naive bayes
- attribute dependencies
- data mining algorithms
- search logs
- graphical models
- knn
- data sources
- data sets