CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU.
Sijun TanBrian KnottYuan TianDavid J. WuPublished in: IACR Cryptol. ePrint Arch. (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- privacy sensitive
- sensitive information
- preserving privacy
- data privacy
- multi party
- feature selection
- differential privacy
- privacy concerns
- private information
- sensitive data
- privacy protection
- horizontally partitioned
- support vector machine
- privacy preserving classification
- scalar product
- data perturbation
- horizontally partitioned data
- privacy guarantees
- data transformation
- knowledge discovery
- data analysis
- personal data
- data management
- private data
- privacy issues
- data security
- data warehouse
- naive bayesian classification