Naive Bayes Classification based on Differential Privacy.
Wenru TangYihui ZhouZhenqiang WuLaifeng LuMingshuang LiPublished in: AIAM (2019)
Keyphrases
- naive bayes classification
- differential privacy
- differentially private
- uncertain data
- privacy preserving
- naive bayes
- independence assumption
- privacy guarantees
- naive bayes classifier
- data sharing
- personal information
- privacy preservation
- text classifiers
- data privacy
- text classification
- decision trees
- data management
- probability distribution
- classification accuracy