Towards Faster Functional Encryption for Privacy-preserving Machine Learning.
Prajwal PanzadeDaniel TakabiPublished in: TPS-ISA (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- data privacy
- decision trees
- sensitive data
- horizontally partitioned data
- partitioned data
- homomorphic encryption
- privacy issues
- record linkage
- privacy preserving association rule mining
- privacy protection
- private information
- feature selection
- support vector machine
- preserving privacy
- privacy concerns
- privacy sensitive
- naive bayesian classification
- secure multiparty computation
- data perturbation
- privacy requirements
- personal data
- encryption scheme
- privacy guarantees
- knowledge discovery
- data publishing
- medical images
- differential privacy
- data mining