BlockFLow: Decentralized, Privacy-Preserving, and Accountable Federated Machine Learning.
Vaikkunth MugunthanRavi RahmanLalana KagalPublished in: BLOCKCHAIN (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- distributed systems
- privacy preservation
- private information
- multi party
- sensitive information
- preserving privacy
- privacy sensitive
- privacy protection
- record linkage
- feature selection
- data privacy
- personal data
- scalar product
- data perturbation
- privacy requirements
- privacy issues
- data mining
- decision trees
- peer to peer
- partitioned data
- horizontally partitioned
- horizontally partitioned data
- homomorphic encryption
- data analysis
- location privacy
- data publishing
- secure multiparty computation
- differential privacy
- distributed data
- naive bayesian classification
- privacy preserving association rule mining
- data sources