Privacy-Preserving Distributed Learning with Secret Gradient Descent.
Valentin HartmannRobert WestPublished in: CoRR (2019)
Keyphrases
- peer to peer
- distributed learning
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- collaborative learning
- sensitive information
- knowledge integration
- horizontally partitioned data
- multi party
- private information
- privacy guarantees
- preserving privacy
- data privacy
- secure multiparty computation
- privacy issues
- data publishing
- privacy sensitive
- privacy protection
- privacy concerns
- privacy preserving association rule mining
- horizontally partitioned
- record linkage
- science learning
- scalar product
- privacy preserving classification
- kernel function
- data perturbation
- sensitive data
- private data