Privacy-Preserving Distributed Deep Learning with Privacy Transformations.
Sen-Ching S. CheungMuhammad Usman RafiqueWai-tian TanPublished in: WIFS (2018)
Keyphrases
- privacy preserving
- deep learning
- horizontally partitioned data
- privacy sensitive
- privacy preserving data mining
- horizontally partitioned
- multi party
- secure multiparty computation
- partitioned data
- privacy preservation
- vertically partitioned data
- private information
- privacy preserving classification
- privacy issues
- privacy concerns
- privacy requirements
- preserving privacy
- unsupervised learning
- sensitive information
- privacy protection
- data privacy
- private data
- record linkage
- weakly supervised
- personal data
- privacy guarantees
- data anonymization
- mental models
- sensitive data
- machine learning
- data publishing
- differential privacy
- data perturbation
- homomorphic encryption
- privacy preserving association rule mining
- location privacy
- medical data
- data sets
- social networking
- scalar product
- model selection
- peer to peer
- feature selection