Neuraltran: Optimal Data Transformation for Privacy-Preserving Machine Learning by Leveraging Neural Networks.
Changchang LiuWei-Han LeeSeraphin B. CaloPublished in: DSN (Supplements) (2020)
Keyphrases
- privacy preserving
- data transformation
- machine learning
- neural network
- privacy preserving data mining
- privacy preservation
- pattern recognition
- data mining
- data privacy
- vertically partitioned data
- data integration
- privacy protection
- private information
- decision trees
- functional dependencies
- feature selection
- dimensionality reduction
- sensitive information
- database
- secure multiparty computation
- privacy concerns
- feature extraction
- differential privacy
- data quality