Model Security and Verification

Apply verification, scan, and governance checks before publishing models

This guide explains how to operationalize trust controls for model onboarding.

Why this matters

Security and integrity checks reduce production risk from compromised or unverified artifacts.

Verification workflow

Recommended controls

1. Integrity checks
   • Validate checksum or signature for local artifacts.
2. Source trust
   • Restrict URL/disk onboarding to approved origins.
3. Scan evidence
   • Review issue severity and impacted files before approval.
4. Change accountability
   • Keep ownership and update records current.

Operational runbook

1. Open model details.
2. Review verification status.
3. Run or review security scan results.
4. Resolve issues with medium/high/critical impact.
5. Re-run checks until model is marked ready.

Common failure patterns

Scan status remains pending

Check ingestion completion and retry scan once artifacts are fully available.

Verification fails after update

Revalidate source path/URI and metadata consistency, then resubmit.

Model is visible but not approved

Confirm governance and evaluation requirements for your team are complete.

See also

• Troubleshooting
• Model Operations Reference