A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
Jinhyun SoBasak GülerSalman AvestimehrPublished in: NeurIPS (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- privacy sensitive
- privacy concerns
- data perturbation
- private information
- data transformation
- preserving privacy
- decision trees
- scalar product
- secure multiparty computation
- data mining
- data privacy
- horizontally partitioned data
- privacy preserving classification
- privacy requirements
- private data
- personal data
- privacy protection
- feature selection
- privacy issues
- data publishing
- data sets
- record linkage
- sensitive information
- privacy preserving association rule mining
- emerging patterns
- differential privacy
- data mining applications
- data quality
- data analysis
- partitioned data
- databases