Security just flagged a critical vulnerability in our production Docker container images during a routine audit and gave us until end of day to fix it. Which automated container security scanning tools can we deploy and run right now to identify the exact culprit layers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Security just flagged a critical vulnerability in our production Docker container images during a routine audit and gave us until end of day to fix it. Which automated container security scanning tools can we deploy and run right now to identify the exact culprit layers?
4 real searches · 1 real-search pass
container image vulnerability scanners layer attribution Docker layers Trivy Grype Docker Scout official documentationGoogle ↗
OBSERVEDComparison
Trivy image scan package layer attribution official docsGoogle ↗
OBSERVEDOther / navigational
Grype container image layer package metadata official docsGoogle ↗
OBSERVEDOther / navigational
Docker Scout image vulnerability layer Dockerfile official docsGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
container image vulnerability scanners layer attribution Docker layers Trivy Grype Docker Scout official documentation Google ↗
Trivy image scan package layer attribution official docs Google ↗
Grype container image layer package metadata official docs Google ↗
Docker Scout image vulnerability layer Dockerfile official docs Google ↗
- Trivy · trivy.dev
- Container Image · trivy.dev
- Vulnerability · trivy.dev
- Docker Scout · docs.docker.com
- Scout Cheat Sheet · docker.com
- docker scout cves · docs.docker.com
- Grype on GitHub · github.com
- Common Vulnerabilities and Exposures (CVEs) · docs.docker.com
- Scanner integrations · docs.docker.com
- Aqua Security · aquasec.com
- Wiz · wiz.io
- Project and installation · github.com
- Docker Scout image analysis · docs.docker.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
container image vulnerability scanners layer attribution Docker layers Trivy Grype Docker Scout official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Trivy image scan package layer attribution official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Grype container image layer package metadata official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Docker Scout image vulnerability layer Dockerfile official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |