Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning.
Bin GuAn XuZhouyuan HuoCheng DengHeng HuangPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- multi party
- collaborative learning
- learning algorithm
- learning process
- privacy preserving data mining
- privacy preserving distributed data mining
- trust relationships
- vertically partitioned data
- privacy preservation
- privacy protection
- private information
- privacy concerns
- sensitive information
- machine learning
- horizontally partitioned data
- data privacy
- secure multiparty computation
- partitioned data
- preserving privacy
- privacy requirements
- distributed systems
- privacy sensitive
- record linkage
- privacy preserving association rule mining
- privacy guarantees
- reinforcement learning
- data sources
- data perturbation
- sensitive data
- multiagent systems