FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation.
Tong XiaAbhirup GhoshXinchi QiuCecilia MascoloPublished in: KDD (2024)
Keyphrases
- privacy preserving
- data analysis
- data privacy
- data sources
- original data
- data sets
- privacy sensitive
- database
- sensitive data
- sensitive information
- high dimensional data
- preserving privacy
- privacy requirements
- horizontally partitioned data
- raw data
- data transformation
- privacy concerns
- record linkage
- data points
- personal data
- privacy preservation
- privacy issues
- private data
- data collection
- vertically partitioned data
- horizontally partitioned
- databases
- input data
- data publishing
- data mining applications