Protecting Privacy While Discovering and Maintaining Association Rules.
Tran Khanh DangJosef KüngPhuong Huynh Van QuocPublished in: NTMS (2011)
Keyphrases
- association rules
- privacy preservation
- associative classification
- market basket analysis
- privacy issues
- data mining
- privacy preserving
- protection mechanisms
- privacy preserving data mining
- association rule mining
- data mining techniques
- data protection
- association mining
- apriori algorithm
- data privacy
- classification rules
- knowledge discovery
- sensitive information
- frequent itemsets
- privacy aware
- formal concept analysis
- privacy protection
- mining algorithm
- private information
- personal information
- privacy concerns
- mining of association rules
- disclosure control
- association rules mining
- private data
- market basket data
- data publishing
- inference control
- sensitive data
- personal data
- differential privacy
- itemsets
- fuzzy sets
- statistical databases
- information loss
- security risks
- privacy requirements
- frequent patterns
- privacy enhancing
- data analysis
- access control
- rule sets
- legal issues
- data mining applications
- security issues
- real world
- discovery process