PrivColl: Practical Privacy-Preserving Collaborative Machine Learning.
Yanjun ZhangGuangdong BaiXue LiCaitlin CurtisChen ChenRyan K. L. KoPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- privacy preserving data mining algorithms
- data perturbation
- privacy sensitive
- data privacy
- real world
- horizontally partitioned data
- record linkage
- private information
- differential privacy
- privacy issues
- preserving privacy
- sensitive information
- privacy preserving association rule mining
- scalar product
- data mining
- data transformation
- privacy protection
- private data
- privacy concerns
- feature selection
- personal data
- decision trees
- data publishing
- privacy requirements
- homomorphic encryption
- horizontally partitioned
- naive bayesian classification
- support vector machine
- information sharing