Privacy-preserving credit risk analysis based on homomorphic encryption aware logistic regression in the cloud.
V. V. L. Divakar AllavarpuVankamamidi Srinivasa NareshA. Krishna MohanPublished in: Secur. Priv. (2024)
Keyphrases
- risk analysis
- logistic regression
- homomorphic encryption
- privacy preserving
- credit scoring
- privacy preserving data mining
- decision trees
- risk management
- risk assessment
- cloud computing
- support vector
- naive bayes
- decision making
- loss function
- vertically partitioned data
- data sharing
- risk factors
- information security
- sensitive information
- private information
- fuzzy numbers
- sensitive data
- data privacy
- privacy protection
- influence diagrams
- database
- scalar product
- high dimensional
- bayesian networks
- differential privacy
- privacy concerns
- data sets