Privacy Partition: A Privacy-Preserving Framework for Deep Neural Networks in Edge Networks.
Jianfeng ChiEmmanuel OwusuXuwang YinTong YuWilliam ChanYiming LiuHaodong LiuJiasen ChenSwee SimVibha IyengarPatrick TagueYuan TianPublished in: SEC (2018)
Keyphrases
- privacy preserving
- privacy preserving data mining
- neural network
- privacy guarantees
- privacy preservation
- multi party
- private information
- private data
- sensitive information
- privacy concerns
- vertically partitioned data
- data privacy
- differential privacy
- preserving privacy
- privacy protection
- horizontally partitioned data
- privacy requirements
- privacy preserving data mining algorithms
- partitioned data
- sensitive data
- user privacy
- data publishing
- secure multiparty computation
- record linkage
- data transformation
- privacy preserving association rule mining
- privacy issues
- personal data
- privacy preserving classification
- location privacy
- naive bayesian classification
- scalar product
- privacy preserving data publishing
- differentially private
- data anonymization
- homomorphic encryption
- data perturbation
- data access