SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges.
Prajwal PanzadeDaniel TakabiPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy issues
- vertically partitioned data
- privacy preservation
- multi party
- sensitive information
- record linkage
- privacy protection
- private information
- privacy concerns
- private data
- privacy sensitive
- real world
- differential privacy
- data privacy
- sensitive data
- decision trees
- feature selection
- personal data
- knowledge discovery
- preserving privacy
- data perturbation
- secure multiparty computation
- naive bayesian classification
- privacy preserving data mining algorithms
- privacy guarantees
- homomorphic encryption