Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning.
Bin GuAn XuZhouyuan HuoCheng DengHeng HuangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- multi party
- privacy preserving
- collaborative learning
- learning algorithm
- learning process
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- computer mediated communication
- computer supported collaborative learning
- data privacy
- sensitive data
- machine learning
- record linkage
- privacy concerns
- computer mediated
- preserving privacy
- sensitive information
- privacy sensitive
- reinforcement learning
- data perturbation
- online discussion
- scalar product
- privacy guarantees
- private data
- privacy issues
- collaborative activities
- differential privacy
- data sources
- partitioned data
- horizontally partitioned
- privacy protection