Accelerating Privacy-Preserving Machine Learning With GeniBatch.
Xinyang HuangJunxue ZhangXiaodian ChengHong ZhangYilun JinShuihai HuHan TianKai ChenPublished in: EuroSys (2024)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- multi party
- privacy protection
- data privacy
- secure multiparty computation
- sensitive information
- privacy concerns
- private data
- data transformation
- privacy issues
- data mining
- privacy preserving association rule mining
- privacy sensitive
- preserving privacy
- decision trees
- horizontally partitioned
- partitioned data
- scalar product
- privacy requirements
- privacy guarantees
- differential privacy
- personal data
- record linkage
- sensitive data
- knowledge discovery
- horizontally partitioned data
- data perturbation
- data publishing
- feature selection
- support vector machine