# Privacy-Preserving Data Sharing — Assessment Template

## Data Sharing Configuration

| Field | Value |
|-------|-------|
| Dataset Name | |
| Sharing Method | Synthetic / Clean Room / Enclave / Federated |
| Generation Tool | SDV / MOSTLY AI / Gretel / Custom |
| Model Type | GaussianCopula / CTGAN / TVAE |
| Recipient | |
| Purpose | |

## Quality Metrics

| Metric | Score | Target | Pass? |
|--------|-------|--------|-------|
| Column Shapes | | > 0.85 | |
| Column Pair Trends | | > 0.80 | |
| Boundary Adherence | | > 0.95 | |
| Category Coverage | | > 0.90 | |

## Privacy Metrics

| Metric | Value | Threshold | Safe? |
|--------|-------|-----------|-------|
| Exact Match Rate | | < 1% | |
| Nearest Neighbor Distance | | > 0.1 | |
| Membership Inference AUC | | < 0.55 | |

## Approval

| Role | Name | Decision | Date |
|------|------|----------|------|
| Privacy Engineer | | Approve / Reject | |
| Data Steward | | Approve / Reject | |
| CPO/DPO | | Approve / Reject | |