Privformer: Privacy-preserving Transformer with MPC.
Yoshimasa AkimotoKazuto FukuchiYouhei AkimotoJun SakumaPublished in: EuroS&P (2023)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- private information
- privacy protection
- privacy sensitive
- scalar product
- data privacy
- horizontally partitioned
- privacy concerns
- sensitive information
- private data
- record linkage
- differential privacy
- privacy requirements
- preserving privacy
- data perturbation
- sensitive data
- privacy preserving association rule mining
- privacy preserving data mining algorithms
- data sets
- naive bayesian classification
- secure multiparty computation
- data transformation