Classification and Evaluation the Privacy Preserving Data Mining Techniques by using a Data Modification-based Framework
Mohammadreza KeyvanpourSomayyeh Seifi MoradiPublished in: CoRR (2011)
Keyphrases
- privacy preserving
- data mining techniques
- data sets
- private data
- sensitive information
- raw data
- privacy issues
- privacy preserving data mining
- data mining methods
- knowledge discovery
- preserving privacy
- personal data
- data privacy
- data analysis
- data transformation
- privacy sensitive
- data mining
- privacy concerns
- private information
- privacy guarantees
- data quality
- data distribution
- data sources
- original data
- data points
- sensitive data
- decision trees
- database
- vertically partitioned data
- privacy requirements
- support vector machine classification
- privacy preserving classification
- privacy preserving data mining algorithms
- privacy preservation
- data sharing
- data mining applications
- third party
- high dimensional data
- data collection
- machine learning
- real world
- databases