Are there any free or low-cost vulnerability scanners that work well for containerized environments and Kubernetes deployments without sacrificing detection accuracy?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any free or low-cost vulnerability scanners that work well for containerized environments and Kubernetes deployments without sacrificing detection accuracy?
4 real searches · 1 real-search pass
2026 open source container vulnerability scanners Trivy Grype Kubescape kube-bench official documentation comparisonGoogle ↗
OBSERVED
Trivy vulnerability scanner official docs Kubernetes image misconfiguration secrets SBOMGoogle ↗
OBSERVED
Grype vulnerability scanner official docs container images SBOM vulnerability matchingGoogle ↗
OBSERVED
Kubescape official docs Kubernetes security posture vulnerability scanningGoogle ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 open source container vulnerability scanners Trivy Grype Kubescape kube-bench official documentation comparison Google ↗
Trivy vulnerability scanner official docs Kubernetes image misconfiguration secrets SBOM Google ↗
Grype vulnerability scanner official docs container images SBOM vulnerability matching Google ↗
Kubescape official docs Kubernetes security posture vulnerability scanning Google ↗
- Trivy official documentation · trivy.dev
- Vulnerability · trivy.dev
- Container Image · trivy.dev
- Vulnerability · trivy.dev
- Anchore documentation · oss.anchore.com
- Vulnerability Scanning · oss.anchore.com
- Supported Scan Targets · oss.anchore.com
- GitHub - anchore/grype: A vulnerability scanner for container images and filesystems · github.com
- Kubescape official website · kubescape.io
- Kubescape · cncf.io
- Scanning your environment · kubescape.io
- Overview · kubescape.io
- kube-bench on GitHub · github.com
- CIS Kubernetes Benchmarks · cisecurity.org
- Dependency-Track · dependencytrack.org
- Falco official website · falco.org
- Vulnerability · trivy.dev
- Vulnerability · trivy.dev
- Container Scanning · owasp.github.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 open source container vulnerability scanners Trivy Grype Kubescape kube-bench official documentation comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Trivy vulnerability scanner official docs Kubernetes image misconfiguration secrets SBOM OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Grype vulnerability scanner official docs container images SBOM vulnerability matching OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Kubescape official docs Kubernetes security posture vulnerability scanning OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |