BPFL: A Blockchain Based Privacy-Preserving Federated Learning Scheme.
Naiyu WangWenti YangZhitao GuanXiaojiang DuMohsen GuizaniPublished in: GLOBECOM (2021)
Keyphrases
- privacy preserving
- learning scheme
- learning algorithm
- privacy preserving data mining
- privacy preservation
- digital libraries
- vertically partitioned data
- record linkage
- private information
- data privacy
- sensitive information
- multi party
- data perturbation
- private data
- horizontally partitioned data
- sensitive data
- privacy sensitive
- naive bayesian classification
- data sources
- preserving privacy
- privacy guarantees
- privacy preserving association rule mining
- secure multiparty computation
- differential privacy
- privacy protection
- distributed data
- user privacy
- privacy requirements
- privacy issues
- decision trees
- scalar product
- real world
- knowledge discovery
- distance measure