Data mining without data: a novel approach to privacy-preserving collaborative distributed data mining.
Vikas G. AshokRavi MukkamalaPublished in: WPES (2011)
Keyphrases
- privacy preserving
- distributed data mining
- privacy preserving data mining
- data privacy
- data mining applications
- distributed data
- vertically partitioned data
- data mining techniques
- data mining
- sensitive data
- preserving privacy
- privacy sensitive
- privacy concerns
- horizontally partitioned data
- sensitive information
- private data
- data sets
- knowledge discovery
- private information
- data mining algorithms
- privacy preservation
- data mining methods
- original data
- privacy issues
- data quality
- data collection
- database
- data analysis
- data points
- mobile agents
- differential privacy
- principal component analysis
- data distribution
- privacy requirements
- distributed environment
- data structure
- databases
- raw data