Against Classification Attacks: A Decision Tree Pruning Approach to Privacy Protection in Data Mining.
Xiao-Bai LiSumit SarkarPublished in: Oper. Res. (2009)
Keyphrases
- privacy protection
- data mining
- data publishing
- privacy preservation
- machine learning
- decision trees
- support vector
- knowledge discovery
- private information
- privacy preserving
- decision rules
- information loss
- sensitive information
- intrusion detection
- statistical databases
- data mining techniques
- data anonymization
- data collection
- classification rules
- database
- data warehouse
- support vector machine
- feature extraction
- databases
- data sets