Naive Bayes Classification under Local Differential Privacy.
Emre YilmazMohammad Al-RubaieJ. Morris ChangPublished in: DSAA (2020)
Keyphrases
- naive bayes classification
- differential privacy
- differentially private
- uncertain data
- naive bayes
- privacy preserving
- naive bayes classifier
- independence assumption
- privacy guarantees
- privacy preservation
- personal information
- data sharing
- data privacy
- databases
- text classifiers
- text categorization
- classification accuracy
- web search engines
- data sets
- search logs
- relevance feedback
- knowledge discovery
- data sources
- data streams