Privacy-Preserving Decision Tree Mining Based on Random Substitutions.
Jim DowdShouhuai XuWeining ZhangPublished in: ETRICS (2006)
Keyphrases
- privacy preserving
- privacy sensitive
- privacy preserving classification
- privacy preservation
- decision trees
- horizontally partitioned
- emerging patterns
- preserving privacy
- privacy preserving data mining
- horizontally partitioned data
- vertically partitioned data
- sensitive information
- data privacy
- record linkage
- data mining methods
- privacy requirements
- private information
- privacy concerns
- privacy protection
- itemsets
- data perturbation
- personal data
- secure multiparty computation
- naive bayesian classification
- data publishing
- data mining
- privacy issues
- medical data
- partitioned data
- naive bayes
- private data
- differential privacy
- sparse data
- data mining applications
- pattern mining
- frequent patterns
- knowledge discovery
- privacy preserving data mining algorithms