CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU.
Sijun TanBrian KnottYuan TianDavid J. WuPublished in: IEEE Symposium on Security and Privacy (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- data transformation
- feature selection
- privacy sensitive
- sensitive information
- privacy concerns
- data analysis
- preserving privacy
- horizontally partitioned data
- sensitive data
- data privacy
- scalar product
- record linkage
- multi party
- privacy protection
- data perturbation
- partitioned data
- privacy preserving association rule mining
- differential privacy
- decision trees
- horizontally partitioned
- naive bayesian classification
- data sets
- support vector machine
- data model
- privacy preserving classification
- data mining
- databases