Scalable Privacy-Preserving Distributed Learning.
David FroelicherJuan Ramón Troncoso-PastorizaApostolos PyrgelisSinem SavJoao Sa SousaJean-Philippe BossuatJean-Pierre HubauxPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- distributed learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- collaborative learning
- data privacy
- sensitive information
- privacy protection
- privacy concerns
- private information
- horizontally partitioned data
- preserving privacy
- record linkage
- privacy sensitive
- data publishing
- secure multiparty computation
- partitioned data
- differential privacy
- personal data
- private data
- privacy guarantees
- data perturbation
- privacy preserving association rule mining
- privacy issues
- machine learning
- privacy preserving classification
- horizontally partitioned