Privacy-Preserving Collaborative Learning through Feature Extraction.
Alireza SarmadiHao FuPrashanth KrishnamurthySiddharth GargFarshad KhorramiPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- collaborative learning
- feature extraction
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- preprocessing
- learning process
- face recognition
- multi party
- horizontally partitioned data
- privacy concerns
- sensitive information
- dimensionality reduction
- private information
- preserving privacy
- data privacy
- privacy issues
- privacy requirements
- differential privacy
- data perturbation
- feature selection
- dimension reduction
- feature set
- principal component analysis
- sensitive data
- private data
- secure multiparty computation
- privacy sensitive
- data publishing
- feature space
- machine learning
- record linkage
- high dimensional
- partitioned data
- horizontally partitioned
- naive bayesian classification
- privacy preserving association rule mining