Security

Exploring Approaches to Measuring and Mitigating Privacy Risks in Machine Learning

Measuring

ML Anonymization

• Classification

• Regression

• Multiclassification

Privacy Risk Score

• Privacy risk score

• Model Classification analysis for privacy

Mitigation

• Anonymization