Privacy-preserving SVM Classification Algorithm Based on Negative Database.
Xiaofan SunZhiwei ZhangWenkan HuangPublished in: CSCWD (2022)
Keyphrases
- classification algorithm
- privacy preserving
- database
- knn
- privacy preserving data mining
- sensitive data
- support vector machine
- privacy preservation
- training set
- vertically partitioned data
- k nearest neighbor
- multi party
- private information
- classification method
- data privacy
- class labels
- databases
- privacy concerns
- naive bayes
- privacy protection
- database systems
- record linkage
- support vector machine svm
- privacy sensitive
- classification rules
- sensitive information
- data sets
- scalar product
- nearest neighbor
- support vector
- differential privacy
- secure multiparty computation
- machine learning
- horizontally partitioned data
- data management
- text mining
- prior knowledge
- privacy requirements
- feature selection
- learning algorithm
- privacy preserving association rule mining