Privacy-Preserving Gradient Descent for Distributed Genome-Wide Analysis.
Yanjun ZhangGuangdong BaiXue LiCaitlin CurtisChen ChenRyan K. L. KoPublished in: ESORICS (2) (2021)
Keyphrases
- privacy preserving
- genome wide
- privacy preserving data mining
- horizontally partitioned
- vertically partitioned data
- high throughput
- sensitive information
- private data
- multi party
- horizontally partitioned data
- privacy preservation
- privacy protection
- data analysis
- distributed environment
- database
- partitioned data
- privacy guarantees
- privacy requirements
- data publishing
- sensitive data
- differential privacy
- data privacy
- data quality
- data acquisition
- monitoring system
- feature selection
- machine learning
- data mining