Per-CVE validation
Click 'Verify' on any CVE. The AI agent runs the exploit chain end-to-end and writes a one-page PoC.
Last updated May 27, 2026
What it is
A focused, per-CVE invocation of the AI exploit engine. Instead of the general “find what’s exploitable” run, you click a specific CVE on a specific service and the agent attempts to reproduce that exact chain. The verdict updates the per-CVE row directly so the UI badge flips inline.
What it produces
For each per-CVE validation run:
- A status:
exploitable,not_exploitable, orinconclusive - A one-page proof if exploitable: verbatim HTTP exchange that demonstrates the chain
- A reason string if not: typically “patched”, “behind WAF”, “wrong configuration”, “wrong version after re-fingerprint”
- An entry in
cve_validationslinked to the underlyingai_exploit_runsrow, so the audit trail and cost accounting match the rest of the engine
What to use it for
- Closing out a finding: “is this nginx 1.18 actually exploitable for CVE-2022-X, or just a version-string false positive?”
- Re-checking after a patch: “we pushed the fix yesterday. Confirm it’s gone.”
- Building defensible non-findings: “we tried, the chain didn’t reproduce, here’s why.”
Why it matters
The single biggest cost line on a vulnerability program is the human time spent triaging false positives from version-string CVE matchers. Per-CVE validation cuts a class of triage out entirely: the agent says “yes” or “no” with a reproducible artefact.
Why it’s valuable
- Surgical. One CVE, one service, one run. Bounded scope means bounded cost.
- Idempotent. Re-running validates the patch landed without re-doing discovery / fingerprint.
- Auditable. The
cve_validationsrow sticks around with the PoC even after the service is rescanned.
How to use it
- Open a service detail drawer.
- The CVE table has a Verify button per row.
- Click. The agent runs in ~30 seconds for HTTP-shaped CVEs (longer for the ones that need multi-step authentication setup).
- The CVE row’s badge flips to one of three states.
- Click the run ID to read the full cinematic replay.
Cost is metered against your AI bundled allowance. Typical per-CVE runs are $0.10 – $0.50 in API tokens.
Auto-verify (optional)
Rather than clicking Verify by hand, an org admin can turn on auto-verify in workspace settings. When a new CVE that is both actively exploited (on the CISA KEV list) and confirmed to affect the detected version lands on an asset, Umbra runs the same per-CVE validation for you and flips the badge when it finishes.
It’s off by default and deliberately narrow (only the version-confirmed KEV slice, never the broad “product-only” matches) so it can’t quietly drain your balance. Every auto-run passes the same gates as a manual one: the target must be authorized, your plan must include AI validation, and your balance must cover the estimated cost, or it’s skipped. It never re-verifies a CVE that already has a verdict.