Efficient and self-recoverable privacy-preserving k-NN classification system with robustness to network delay.
Jinhai ZhangJunwei ZhangZhuo MaYang LiuXindi MaJianfeng MaPublished in: J. Syst. Archit. (2024)
Keyphrases
- privacy preserving
- knn
- horizontally partitioned data
- k nearest neighbour
- k nearest neighbor
- privacy preserving classification
- classification algorithm
- horizontally partitioned
- support vector machine classification
- text classification
- nearest neighbor
- support vector machine
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- nearest neighbour
- feature selection
- web document classification
- decision trees
- private information
- naive bayesian classification
- classification accuracy
- sensitive information
- data privacy
- multi party
- text categorization
- document classification
- preserving privacy
- privacy concerns
- neural network
- voting methods
- k nearest
- differential privacy
- privacy protection
- secure multiparty computation
- feature vectors
- support vector
- high dimensional
- similarity search
- peer to peer
- training set
- feature set
- distance function