Toward Scalable and Privacy-preserving Deep Neural Network via Algorithmic-Cryptographic Co-design.
Jun ZhouLongfei ZhengChaochao ChenYan WangXiaolin ZhengBingzhe WuCen ChenLi WangJianwei YinPublished in: ACM Trans. Intell. Syst. Technol. (2022)
Keyphrases
- privacy preserving
- neural network
- homomorphic encryption
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- horizontally partitioned data
- data privacy
- smart card
- multi party
- privacy sensitive
- privacy protection
- partitioned data
- secure multiparty computation
- sensitive data
- data perturbation
- privacy issues
- privacy preserving classification
- privacy requirements
- scalar product
- differential privacy
- horizontally partitioned
- privacy concerns
- preserving privacy
- sensitive information
- hash functions
- security protocols
- record linkage