Differential Privacy Preserving Naive Bayes Classification via Wavelet Transform.
Wenru TangYihui ZhouMingshuang LiLaifeng LuPublished in: NaNA (2020)
Keyphrases
- privacy preserving
- naive bayes classification
- wavelet transform
- uncertain data
- naive bayes
- privacy preserving data mining
- privacy preservation
- multiscale
- independence assumption
- vertically partitioned data
- naive bayes classifier
- private information
- privacy concerns
- sensitive information
- multi party
- data privacy
- feature extraction
- scalar product
- privacy issues
- horizontally partitioned data
- privacy sensitive
- sensitive data
- privacy protection
- text classification
- text classifiers
- privacy preserving association rule mining
- private data
- preserving privacy
- partitioned data
- decision trees
- databases
- privacy requirements
- secure multiparty computation
- naive bayesian classification