Improving Decision Tree Privacy with Bloom Filters.
Sean LallaRongxing LuYunguo GuanSongnian ZhangPublished in: GLOBECOM (2023)
Keyphrases
- bloom filter
- decision trees
- data structure
- predictive accuracy
- space efficient
- record linkage
- personal information
- privacy preserving
- machine learning algorithms
- decision tree induction
- machine learning
- decision tree algorithm
- privacy preserving classification
- private data
- membership queries
- privacy preserving data mining
- databases
- naive bayes
- active learning
- database
- security issues
- privacy protection
- private information
- statistical databases
- decision table
- personal data
- privacy preservation
- logistic regression
- index structure
- social networks
- location privacy