Privacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators.
Qiushi LiJu RenYan ZhangChengru SongYiqiao LiaoYaoxue ZhangPublished in: DAC (2023)
Keyphrases
- privacy preserving
- training process
- neural network
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private data
- multi party
- private information
- data privacy
- training data
- privacy guarantees
- sensitive information
- partitioned data
- privacy issues
- privacy concerns
- horizontally partitioned data
- secure multiparty computation
- horizontally partitioned
- privacy preserving classification
- naive bayesian classification
- privacy preserving association rule mining
- sensitive data
- privacy requirements
- preserving privacy
- data perturbation
- scalar product
- data publishing
- differential privacy
- personal data
- record linkage
- prefetching
- search engine
- privacy sensitive
- data mining
- databases