SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning.
Nishat KotiMahak PancholiArpita PatraAjith SureshPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- data privacy
- sensitive information
- private information
- privacy sensitive
- data transformation
- horizontally partitioned data
- privacy protection
- multi party
- privacy concerns
- naive bayesian classification
- preserving privacy
- support vector machine
- partitioned data
- record linkage
- sensitive data
- differential privacy
- access control
- secure multiparty computation
- horizontally partitioned
- privacy preserving association rule mining
- private data
- privacy requirements
- decision trees
- feature selection
- scalar product
- data mining
- data analysis