Privacy Preserving Machine Learning with Limited Information Leakage.
Wenyi TangBo QinSuyun ZhaoBoning ZhaoYunzhi XueHong ChenPublished in: NSS (2019)
Keyphrases
- privacy preserving
- information leakage
- sensitive information
- machine learning
- privacy guarantees
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- privacy protection
- data privacy
- private information
- privacy sensitive
- privacy concerns
- private data
- data mining
- sensitive data
- differential privacy
- personal information
- knowledge discovery
- data sources
- secret information
- high dimensional
- data analysis
- secure multiparty computation