Controllable Privacy-Preserving Online Diagnosis with Outsourced SVM over Encrypted Medical Data.
Fanxi WeiYuan PingWenhong WuDanping NiuYan CaoPublished in: EAI Endorsed Trans. e Learn. (2023)
Keyphrases
- medical data
- privacy preserving
- privacy sensitive
- medical images
- support vector
- privacy preserving data mining
- privacy preservation
- clinical data
- vertically partitioned data
- medical diagnosis
- private information
- support vector machine
- classification algorithm
- kernel function
- medical practitioners
- knn
- privacy concerns
- multi party
- preserving privacy
- horizontally partitioned
- differential privacy
- data privacy
- privacy preserving association rule mining
- partitioned data
- secure multiparty computation
- data mining
- privacy issues
- record linkage
- privacy protection
- sensitive information
- third party
- data sets
- medical records
- private data
- sensitive data
- scalar product
- raw data
- feature space
- decision trees
- horizontally partitioned data