On the Soundness and Security of Privacy-Preserving SVM for Outsourcing Data Classification.
Xingxin LiYouwen ZhuJian WangZhe LiuYining LiuMingwu ZhangPublished in: IEEE Trans. Dependable Secur. Comput. (2018)
Keyphrases
- privacy preserving
- data privacy
- sensitive data
- privacy concerns
- preserving privacy
- privacy sensitive
- data sets
- support vector
- privacy issues
- private data
- personal data
- training data
- record linkage
- data sources
- vertically partitioned data
- privacy requirements
- data collection
- support vector machine
- original data
- privacy preservation
- feature selection
- data transformation
- horizontally partitioned data
- private information
- sensitive information
- multi party
- information systems
- distributed data
- privacy preserving data mining
- data quality
- data mining techniques
- data providers
- data points
- privacy guarantees
- decision trees
- scalar product
- privacy preserving classification
- high dimensional
- support vector machine classification
- data perturbation
- knowledge discovery
- access control
- intrusion detection
- privacy protection