A Risk-Aware Paradigm for Privacy-Preserving Machine Learning.
Murat KantarciogluPublished in: IEEE Data Eng. Bull. (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- vertically partitioned data
- privacy preserving data mining
- horizontally partitioned data
- private information
- privacy protection
- record linkage
- preserving privacy
- multi party
- knowledge discovery
- data mining
- scalar product
- decision trees
- data privacy
- data analysis
- sensitive data
- data transformation
- privacy requirements
- privacy concerns
- privacy sensitive
- partitioned data
- secure multiparty computation
- sensitive information
- feature selection
- support vector machine
- privacy preserving classification
- data perturbation
- privacy guarantees
- data publishing
- differential privacy
- personal data