Privacy-Protected KNN Classification Algorithm Based on Negative Database.
Hucheng LiaoYu ChenShihu BuMingkun ZhangPublished in: ICNC-FSKD (2019)
Keyphrases
- classification algorithm
- knn
- k nearest neighbor
- database
- nearest neighbor
- sensitive data
- text categorization
- classification method
- k nearest neighbour
- support vector machine svm
- training phase
- neural network
- concept drift
- knn algorithm
- support vector machine
- accurate classification
- database systems
- knn classifier
- distance function
- knn classification
- privacy preserving
- similarity search
- training set
- feature selection
- data mining
- text classification
- class labels
- input space
- sensitive information
- nearest neighbour
- test instances
- decision trees
- k nearest
- data sets