Achieve Efficient and Privacy-Preserving Medical Primary Diagnosis Based on kNN.
Dan ZhuHui ZhuXimeng LiuHui LiFengwei WangHao LiPublished in: ICCCN (2018)
Keyphrases
- privacy preserving
- knn
- k nearest neighbor
- privacy preserving data mining
- privacy preservation
- nearest neighbor
- vertically partitioned data
- horizontally partitioned
- k nearest neighbour
- text categorization
- private information
- multi party
- knn algorithm
- private data
- distance function
- sensitive information
- classification algorithm
- differential privacy
- privacy sensitive
- horizontally partitioned data
- privacy protection
- text classification
- feature extraction
- neural network
- data privacy
- medical data
- privacy issues
- privacy guarantees
- text mining
- data perturbation
- knowledge discovery
- scalar product
- secure multiparty computation
- partitioned data
- privacy preserving association rule mining
- data sets