Privacy-Preserving Distributed Learning via Obfuscated Stochastic Gradients.
Shripad GadeNitin H. VaidyaPublished in: CDC (2018)
Keyphrases
- privacy preserving
- distributed learning
- privacy preserving data mining
- vertically partitioned data
- collaborative learning
- privacy preservation
- horizontally partitioned data
- multi party
- knowledge integration
- private information
- data privacy
- sensitive information
- privacy concerns
- record linkage
- privacy protection
- horizontally partitioned
- scalar product
- privacy preserving association rule mining
- differential privacy
- preserving privacy
- data perturbation
- private data
- privacy sensitive
- privacy preserving classification
- reinforcement learning
- secure multiparty computation
- homomorphic encryption
- user privacy
- sensitive data