Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial.
Cen ChenBingzhe WuLi WangChaochao ChenJin TanLei WangJun ZhouBenyu ZhangPublished in: CIKM (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- decision trees
- privacy protection
- sensitive information
- private information
- privacy concerns
- preserving privacy
- data transformation
- record linkage
- data perturbation
- multi party
- privacy issues
- data mining
- private data
- privacy guarantees
- scalar product
- naive bayesian classification
- homomorphic encryption
- sensitive data
- privacy sensitive
- horizontally partitioned data
- database
- privacy preserving data mining algorithms
- horizontally partitioned
- knowledge discovery
- feature selection
- databases