A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
Jinhyun SoBasak GulerAmir Salman AvestimehrPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- multi party
- privacy sensitive
- decision trees
- differential privacy
- private information
- horizontally partitioned data
- data privacy
- sensitive information
- record linkage
- privacy protection
- private data
- privacy preserving classification
- support vector machine
- privacy issues
- data mining
- knowledge discovery
- scalar product
- secure multiparty computation
- partitioned data
- databases
- naive bayesian classification
- horizontally partitioned
- homomorphic encryption
- data publishing
- data management