Privacy-Preserving Distributed Learning in the Analog Domain.
Mahdi SoleymaniHessam MahdavifarAmir Salman AvestimehrPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- distributed learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- preserving privacy
- sensitive information
- scalar product
- collaborative learning
- private information
- privacy preserving association rule mining
- data privacy
- private data
- horizontally partitioned data
- privacy guarantees
- user privacy
- knowledge integration
- differential privacy
- privacy preserving classification
- partitioned data
- naive bayesian classification
- data publishing
- privacy requirements
- sensitive data
- secure multiparty computation
- horizontally partitioned
- privacy sensitive
- privacy protection
- decision trees