LF3PFL: A Practical Privacy-Preserving Federated Learning Algorithm Based on Local Federalization Scheme.
Yong LiGaochao XuXutao MengWei DuXianglin RenPublished in: Entropy (2024)
Keyphrases
- privacy preserving
- learning algorithm
- horizontally partitioned data
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- privacy preserving data mining algorithms
- multi party
- privacy concerns
- scalar product
- data privacy
- data perturbation
- private information
- real world
- sensitive information
- data sets
- privacy sensitive
- partitioned data
- secure multiparty computation
- private data
- differential privacy
- machine learning
- record linkage
- data publishing
- horizontally partitioned
- web search
- privacy issues
- user privacy
- preserving privacy
- data mining
- sensitive data
- naive bayesian classification
- privacy protection
- privacy preserving association rule mining
- databases