A novel privacy-preserving deep learning scheme without a cryptography component.
Chin-Yu SunAllen C.-H. WuTingTing HwangPublished in: Comput. Electr. Eng. (2021)
Keyphrases
- privacy preserving
- learning scheme
- privacy preservation
- privacy preserving data mining
- learning algorithm
- vertically partitioned data
- data privacy
- multi party
- scalar product
- sensitive information
- private information
- privacy protection
- naive bayesian classification
- record linkage
- horizontally partitioned data
- information security
- principal component analysis
- privacy requirements
- privacy sensitive
- privacy guarantees
- user privacy
- distance function
- horizontally partitioned
- homomorphic encryption
- privacy preserving association rule mining
- partitioned data
- secure multiparty computation
- personal data
- privacy concerns
- private data
- differential privacy
- sensitive data