Privacy-Preserving Collaborative Learning With Linear Communication Complexity.
Xingyu LuHasin Us SamiBasak GülerPublished in: IEEE Trans. Inf. Theory (2024)
Keyphrases
- privacy preserving
- collaborative learning
- multi party
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- privacy protection
- privacy sensitive
- data privacy
- privacy concerns
- private data
- data transformation
- horizontally partitioned data
- data mining
- data sets
- sensitive information
- secure multiparty computation
- scalar product
- data perturbation
- privacy requirements
- horizontally partitioned
- preserving privacy
- record linkage
- data publishing
- personal data
- sensitive data
- user privacy
- learning process
- data collection
- high dimensional data
- information sharing
- privacy preserving association rule mining