Secure and efficient parameters aggregation protocol for federated incremental learning and its applications.
Xiaoying WangZhiwei LiangArthur Sandor Voundi KoeQingwu WuXiaodong ZhangHaitao LiQintai YangPublished in: Int. J. Intell. Syst. (2022)
Keyphrases
- incremental learning
- provably secure
- incremental learning algorithm
- lightweight
- fuzzy artmap
- covert channel
- cryptographic protocols
- batch mode
- key distribution
- security analysis
- security protocols
- security requirements
- group communication
- neural learning
- authentication protocol
- batch learning
- supervised learning
- learning process
- key exchange protocol
- data sets
- cerebellar model articulation controller
- rfid systems
- security model
- key management
- computationally expensive
- text mining
- reinforcement learning
- machine learning
- data mining