Privacy-preserving distributed deep learning via LWE-based Certificateless Additively Homomorphic Encryption (CAHE).
Emmanuel Antwi-BoasiakoShijie ZhouYongjian LiaoYingjie DongPublished in: J. Inf. Secur. Appl. (2023)
Keyphrases
- privacy preserving
- deep learning
- homomorphic encryption
- multi party
- privacy preserving data mining
- unsupervised learning
- privacy preservation
- vertically partitioned data
- sensitive information
- signature scheme
- privacy protection
- public key
- data sharing
- privacy concerns
- private information
- sensitive data
- differential privacy
- machine learning
- distributed data
- peer to peer
- data privacy
- scalar product
- secure multi party computation
- encryption scheme
- communication cost
- lightweight
- high dimensional
- similarity measure