PrivColl: Practical Privacy-Preserving Collaborative Machine Learning.
Yanjun ZhangGuangdong BaiXue LiCaitlin CurtisChen ChenRyan K. L. KoPublished in: ESORICS (1) (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- privacy preserving data mining algorithms
- private information
- sensitive information
- multi party
- data transformation
- secure multiparty computation
- scalar product
- real world
- data privacy
- privacy protection
- privacy concerns
- sensitive data
- data publishing
- privacy preserving association rule mining
- preserving privacy
- privacy sensitive
- decision trees
- privacy issues
- data perturbation
- privacy guarantees
- privacy preserving classification
- private data
- data analysis
- data mining
- record linkage
- databases
- horizontally partitioned data
- location privacy
- differential privacy
- personal data