GFL: Federated Learning on Non-IID Data via Privacy-Preserving Synthetic Data.
Yihang ChengLan ZhangAnran LiPublished in: PERCOM (2023)
Keyphrases
- synthetic data
- privacy preserving
- data sets
- data privacy
- data sources
- private data
- data collection
- privacy sensitive
- differentially private
- data transformation
- privacy issues
- distributed data
- record linkage
- real world
- personal data
- preserving privacy
- vertically partitioned data
- horizontally partitioned data
- sensitive information
- data quality
- sensitive data
- privacy preserving data mining
- multi party
- privacy concerns
- privacy preservation
- log data
- data sharing
- data publishing
- privacy guarantees
- data mining applications
- privacy requirements
- data distribution
- data integration
- data analysis