FedSPL: federated self-paced learning for privacy-preserving disease diagnosis.
Qingyong WangYun ZhouPublished in: Briefings Bioinform. (2022)
Keyphrases
- privacy preserving
- disease diagnosis
- privacy preserving data mining
- vertically partitioned data
- comparative analysis
- privacy preservation
- naive bayesian classification
- privacy protection
- multi party
- horizontally partitioned data
- secure multiparty computation
- privacy concerns
- data privacy
- differential privacy
- preserving privacy
- privacy guarantees
- data publishing
- private data
- privacy sensitive
- sensitive data
- private information
- sensitive information
- privacy requirements
- scalar product
- partitioned data
- horizontally partitioned
- heart disease
- data perturbation
- database
- feature space