FLFE: A Communication-Efficient and Privacy-Preserving Federated Feature Engineering Framework.
Pei FangZhendong CaiHui ChenQingjiang ShiPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- multi party
- privacy preserving data mining algorithms
- privacy preserving data mining
- privacy preservation
- sensitive information
- privacy guarantees
- private information
- private data
- vertically partitioned data
- feature engineering
- third party
- privacy concerns
- privacy protection
- differential privacy
- secure multiparty computation
- provide efficient solutions
- data privacy
- data sets
- information sharing
- data perturbation
- scalar product
- privacy preserving association rule mining
- natural language processing