Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption.
Guowen XuGuanlin LiShangwei GuoTianwei ZhangHongwei LiPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- multi party
- deep learning
- homomorphic encryption
- privacy preserving data mining
- unsupervised learning
- vertically partitioned data
- machine learning
- privacy preservation
- distributed systems
- peer to peer
- sensitive information
- private information
- privacy protection
- scalar product
- sensitive data
- data privacy
- privacy concerns
- differential privacy
- relational databases
- query processing
- databases
- data sets