Privacy-Preserving Knowledge Transfer through Partial Parameter Sharing.
Paul YoussefJörg SchlöttererChristin SeifertPublished in: ClinicalNLP@ACL (2023)
Keyphrases
- privacy preserving
- knowledge transfer
- knowledge sharing
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- transfer learning
- knowledge management
- information sharing
- multi party
- private information
- privacy sensitive
- scalar product
- data perturbation
- data privacy
- privacy concerns
- horizontally partitioned data
- learning tasks
- privacy protection
- sensitive information
- privacy preserving association rule mining
- privacy requirements
- privacy issues
- private data
- data sets
- partitioned data
- secure multiparty computation
- information technology
- sensitive data
- differential privacy
- feature space
- reinforcement learning
- training data
- machine learning algorithms
- case study
- feature selection