A Close Look at Privacy Preserving Data Mining Methods.
Xiaodan WuYunfeng WangChao-Hsien ChuFengli LiuPing ChenDianmin YuePublished in: PACIS (2006)
Keyphrases
- privacy preserving
- data mining methods
- data mining
- privacy preserving data mining
- decision trees
- privacy preservation
- data mining techniques
- vertically partitioned data
- multi party
- privacy protection
- preserving privacy
- sensitive information
- data privacy
- record linkage
- partitioned data
- private information
- data mining applications
- privacy requirements
- horizontally partitioned data
- sensitive data
- scalar product
- data mining algorithms
- data publishing
- private data
- privacy concerns
- data perturbation
- emerging patterns
- databases
- naive bayesian classification
- privacy guarantees
- privacy issues
- privacy preserving association rule mining