Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design.
Chaochao ChenJun ZhouLongfei ZhengYan WangXiaolin ZhengBingzhe WuCen ChenLi WangJianwei YinPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- neural network
- homomorphic encryption
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- sensitive information
- multi party
- preserving privacy
- privacy sensitive
- horizontally partitioned data
- secure multiparty computation
- smart card
- record linkage
- scalar product
- data perturbation
- private data
- privacy issues
- privacy protection
- user privacy
- private information
- horizontally partitioned
- hash functions
- privacy preserving association rule mining
- privacy requirements
- differential privacy
- personal data
- privacy preserving classification
- partitioned data
- naive bayesian classification
- knowledge discovery