PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Training with A Fine-Grained Privacy Control.
Meng LiLiangzhen LaiNaveen SudaVikas ChandraDavid Z. PanPublished in: CoRR (2017)
Keyphrases
- privacy preserving
- fine grained
- neural network training
- privacy preserving data mining
- coarse grained
- privacy preservation
- sensitive information
- vertically partitioned data
- privacy concerns
- private data
- private information
- secure multiparty computation
- differential privacy
- access control
- data privacy
- privacy sensitive
- privacy guarantees
- preserving privacy
- privacy protection
- privacy requirements
- privacy issues
- training algorithm
- neural network
- horizontally partitioned data
- data perturbation
- data publishing
- privacy policies
- privacy preserving classification
- data anonymization
- sensitive data
- privacy preserving association rule mining
- location privacy
- scalar product
- optimization method
- databases