SPGC: Integration of Secure Multiparty Computation and Differential Privacy for Gradient Computation on Collaborative Learning.
Kazuki IwahanaNaoto YanaiJason Paul CruzToru FujiwaraPublished in: J. Inf. Process. (2022)
Keyphrases
- differential privacy
- privacy preserving
- secure multiparty computation
- collaborative learning
- privacy preserving data mining algorithms
- privacy guarantees
- differentially private
- private data
- privacy preservation
- privacy preserving data mining
- data integration
- data sharing
- personal information
- data privacy
- data quality
- privacy concerns
- data perturbation
- private information
- data sets
- database applications
- learning process
- digital libraries
- social networks