Federated machine learning through edge ready architectures with privacy preservation as a service.
Konstantinos KoutsopoulosAntoine SimonBenjamin ErtlSpyridon L. TomprosKatarzyna KapustaGouenou CoatrieuxAnastasius GavrasGiannis LedakisOrazio ToscanoStefan CovaciChristoph ThümmlerPublished in: FNWF (2022)
Keyphrases
- privacy preservation
- machine learning
- privacy preserving
- data mining
- data privacy
- privacy preserving data mining
- sensitive information
- data quality
- pattern recognition
- decision trees
- sensitive data
- management system
- service providers
- data publishing
- cloud computing
- active learning
- data collection
- information sharing
- dimensionality reduction
- data mining methods
- principal component analysis
- privacy protection
- privacy concerns
- digital libraries
- support vector
- feature selection
- information systems