SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning.
Nishat KotiMahak PancholiArpita PatraAjith SureshPublished in: USENIX Security Symposium (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- multi party
- vertically partitioned data
- privacy preserving association rule mining
- data mining
- privacy sensitive
- private information
- data transformation
- privacy protection
- data privacy
- differential privacy
- preserving privacy
- support vector machine
- privacy issues
- scalar product
- data perturbation
- sensitive information
- horizontally partitioned data
- naive bayesian classification
- data publishing
- privacy concerns
- sensitive data
- privacy requirements
- differentially private
- data management
- secure multiparty computation
- partitioned data
- horizontally partitioned
- databases
- data analysis
- record linkage