Serpens: Privacy-Preserving Inference through Conditional Separable of Convolutional Neural Networks.
Longlong SunHui LiYanguo PengJiangtao CuiPublished in: CIKM (2022)
Keyphrases
- privacy preserving
- convolutional neural networks
- privacy preserving data mining
- privacy preservation
- convolutional network
- vertically partitioned data
- multi party
- private information
- data privacy
- sensitive information
- horizontally partitioned data
- secure multiparty computation
- bayesian networks
- data perturbation
- preserving privacy
- private data
- privacy issues
- data transformation
- differential privacy
- record linkage
- privacy requirements
- personal data
- scalar product
- privacy concerns
- partitioned data
- privacy sensitive
- data publishing
- data mining
- privacy preserving classification
- privacy protection
- decision trees