Privacy-Preserving Machine Learning in Life Insurance Risk Prediction.
Klismam PereiraJoão VinagreAna Nunes AlonsoFábio CoelhoMelânia CarvalhoPublished in: PKDD/ECML Workshops (2) (2022)
Keyphrases
- privacy preserving
- machine learning
- risk management
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- multi party
- privacy concerns
- sensitive information
- data privacy
- horizontally partitioned data
- data perturbation
- private data
- data mining
- privacy protection
- feature selection
- personal data
- differential privacy
- privacy requirements
- privacy sensitive
- scalar product
- privacy issues
- data transformation
- support vector machine
- record linkage
- partitioned data
- privacy guarantees
- privacy preserving association rule mining
- knn
- data sets
- sensitive data