Privacy-Preserving SVM Classification on Vertically Partitioned Data without Secure Multi-party Computation.
Yunhong HuLiang FangGuoping HePublished in: ICNC (1) (2009)
Keyphrases
- vertically partitioned data
- privacy preserving
- scalar product
- secure multi party computation
- support vector machine
- privacy preserving data mining
- data privacy
- privacy preserving association rule mining
- privacy preservation
- kernel function
- private information
- support vector machine svm
- sensitive information
- multi party
- privacy protection
- sensitive data
- homomorphic encryption
- privacy concerns
- differential privacy
- decision trees
- knowledge discovery
- classification accuracy
- data analysis
- support vector