Privacy-Preserving Federated Learning with Hierarchical Clustering to Improve Training on Non-IID Data.
Songwei LuoShaojing FuYuchuan LuoLin LiuYanxiang DengShixiong WangPublished in: NSS (2023)
Keyphrases
- privacy preserving
- hierarchical clustering
- data sources
- private data
- data privacy
- sensitive data
- data sets
- data transformation
- data collection
- sensitive information
- vertically partitioned data
- data structure
- differentially private
- preserving privacy
- data quality
- knowledge discovery
- private information
- hierarchical clustering algorithms
- record linkage
- original data
- personal data
- privacy preservation
- privacy issues
- privacy protection
- partitioned data
- privacy concerns
- information loss
- data objects
- data warehouse
- social networks