Federated KNN-Based Privacy-Preserving Position Recommendation for Indoor Consumer Applications.
Pothuri Surendra VarmaVeena AnandPraveen Kumar DontaPublished in: IEEE Trans. Consumer Electron. (2024)
Keyphrases
- privacy preserving
- knn
- k nearest neighbor
- nearest neighbor
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- text categorization
- k nearest neighbour
- distance function
- horizontally partitioned data
- private information
- knn algorithm
- horizontally partitioned
- sensitive information
- similarity search
- privacy protection
- multi party
- sensitive data
- classification algorithm
- text classification
- neural network
- support vector machine
- privacy concerns
- partitioned data
- data perturbation
- privacy requirements
- knn classifier
- preserving privacy
- knn classification
- differential privacy
- scalar product
- privacy sensitive
- privacy preserving association rule mining
- feature selection
- secure multiparty computation
- user preferences
- data sources