Personalized Privacy-Preserving Federated Learning: Optimized Trade-off Between Utility and Privacy.
Jinhao ZhouZhou SuJianbing NiYuntao WangYanghe PanRui XingPublished in: GLOBECOM (2022)
Keyphrases
- privacy preserving
- trade off
- privacy preserving data mining
- privacy requirements
- differential privacy
- privacy preservation
- private information
- sensitive information
- vertically partitioned data
- preserving privacy
- privacy concerns
- data perturbation
- privacy guarantees
- private data
- data anonymization
- horizontally partitioned
- differentially private
- data transformation
- data privacy
- location privacy
- privacy issues
- sensitive data
- multi party
- secure multiparty computation
- data publishing
- record linkage
- partitioned data
- knn