Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions.
François GauthierCristiano GrattonNaveen K. D. VenkategowdaStefan WernerPublished in: ACSSC (2020)
Keyphrases
- distributed learning
- privacy preserving
- objective function
- convex functions
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- collaborative learning
- multi party
- horizontally partitioned data
- privacy protection
- privacy sensitive
- sensitive information
- naive bayesian classification
- data perturbation
- preserving privacy
- private information
- privacy concerns
- private data
- data privacy
- scalar product
- privacy requirements
- knowledge integration
- differential privacy
- horizontally partitioned
- secure multiparty computation
- privacy issues
- privacy preserving classification
- partitioned data
- homomorphic encryption
- sensitive data
- privacy guarantees
- data mining