A new scheme on privacy-preserving data classification.
Nan ZhangShengquan WangWei ZhaoPublished in: KDD (2005)
Keyphrases
- privacy preserving
- horizontally partitioned data
- sensitive information
- data sets
- vertically partitioned data
- private data
- data privacy
- data collection
- decision trees
- sensitive data
- privacy sensitive
- data analysis
- database
- privacy issues
- privacy preserving data mining
- preserving privacy
- record linkage
- original data
- private information
- data points
- input data
- privacy concerns
- data quality
- data mining techniques
- personal data
- privacy preserving classification
- feature selection
- support vector machine classification
- high dimensional data
- raw data
- knowledge discovery
- privacy requirements
- privacy guarantees
- emerging patterns
- data sources
- privacy protection