Risk Assessment Examples

This section contains examples demonstrating various privacy risk assessment techniques using SACRO-ML.

Python Risk Examples

Interactive Jupyter notebook examples for risk assessment:

• Drug response prediction for cancer patients
• Risk of cancer prediction for patients with multiple disorders
• Instance based attacks

R Risk Examples

R-based examples for privacy risk assessment (requires R environment).

These examples are available in the repository at:

• Attribute Inference OLS: examples/risk_examples/R/attribute_inference_ols.Rmd

• Membership Inference Solvency: examples/risk_examples/R/membership_inference_solvency.Rmd

For more information about running R examples, see the README in the R examples directory.