Force: Making 4PC > 4 × PC in Privacy Preserving Machine Learning on GPU.
Tianxiang DaiLi DuanYufan JiangYong LiFei MeiYulian SunPublished in: IACR Cryptol. ePrint Arch. (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- sensitive information
- private information
- multi party
- privacy protection
- record linkage
- data privacy
- privacy sensitive
- horizontally partitioned
- privacy requirements
- private data
- privacy issues
- differential privacy
- privacy concerns
- privacy preserving classification
- scalar product
- secure multiparty computation
- data mining
- privacy guarantees
- differentially private
- sensitive data
- data perturbation
- support vector machine classification
- decision trees
- naive bayesian classification