On the Fairness of Privacy-Preserving Representations in Medical Applications.
Mhd Hasan SarhanNassir NavabAbouzar EslamiShadi AlbarqouniPublished in: DART/DCL@MICCAI (2020)
Keyphrases
- privacy preserving
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- privacy concerns
- data privacy
- privacy preserving association rule mining
- private information
- horizontally partitioned
- preserving privacy
- multi party
- horizontally partitioned data
- privacy sensitive
- partitioned data
- private data
- data transformation
- sensitive information
- differential privacy
- data perturbation
- record linkage
- privacy protection
- privacy requirements
- scalar product
- secure multiparty computation
- privacy guarantees
- distributed data
- medical data
- knowledge discovery