What open source Docker container security scanners are best for a student portfolio since I cannot afford enterprise vulnerability management tools?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What open source Docker container security scanners are best for a student portfolio since I cannot afford enterprise vulnerability management tools?
4 real searches · 1 real-search pass
official documentation Trivy container image scanning vulnerabilities misconfigurations secrets SBOM 2026Google ↗
OBSERVEDOther / navigational
official Grype Syft container vulnerability scanner SBOM documentation 2026Google ↗
OBSERVEDInstruction
Dockle GitHub container image linter CIS best practices repositoryGoogle ↗
OBSERVEDOther / navigational
Checkov Dockerfile scanning official documentationGoogle ↗
OBSERVEDInstruction
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
official documentation Trivy container image scanning vulnerabilities misconfigurations secrets SBOM 2026 Google ↗
official Grype Syft container vulnerability scanner SBOM documentation 2026 Google ↗
Dockle GitHub container image linter CIS best practices repository Google ↗
Checkov Dockerfile scanning official documentation Google ↗
- aquasecurity/trivy · github.com
- anchore/grype · github.com
- goodwithtech/dockle · github.com
- anchore/syft · github.com
- bridgecrewio/checkov · github.com
- Hadolint · github.com
- Clair · github.com
- Docker Bench for Security · github.com
- Container Scanning · owasp.github.io
- Container Image · trivy.dev
- Projects · oss.anchore.com
- Trivy documentation · trivy.dev
- Anchore Syft and Grype documentation · oss.anchore.com
- OWASP Docker security resources · owasp.org
- GitHub Actions documentation · docs.github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official documentation Trivy container image scanning vulnerabilities misconfigurations secrets SBOM 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Grype Syft container vulnerability scanner SBOM documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Dockle GitHub container image linter CIS best practices repository OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Checkov Dockerfile scanning official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |