Differential Privacy Epsilon-Delta Budget

Compute epsilon and delta privacy budget consumption for Gaussian and Laplace mechanisms, and track budget across multiple queries

Each component has a specific meaning:

• Multiple queries — The multiple queries recorded for the patient or scenario being assessed.

Note: Interpret the dp budget result against the clinical thresholds and context described above.

Enter the multiple queries for the patient or scenario you are assessing. Compute epsilon and delta privacy budget consumption for Gaussian and Laplace mechanisms, and track budget across multiple queries. Use the dp budget result to inform your clinical assessment.