Report: State of the Art Solutions for Privacy Preserving Machine Learning in the Medical Context.
Jasmin ZalonisFrederik ArmknechtBjörn GrohmannManuel KochPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- private information
- sensitive information
- privacy protection
- data privacy
- privacy guarantees
- sensitive data
- record linkage
- context aware
- differential privacy
- private data
- privacy preserving association rule mining
- privacy sensitive
- privacy concerns
- horizontally partitioned data
- provide efficient solutions
- horizontally partitioned
- secure multiparty computation
- scalar product
- homomorphic encryption
- data mining
- partitioned data
- decision trees
- knowledge discovery