Which automated vulnerability assessment tools are best for catching common OWASP top ten flaws in serverless backend applications?
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The searches the AI actually ran for this prompt.
SEED QUERY
Which automated vulnerability assessment tools are best for catching common OWASP top ten flaws in serverless backend applications?
1 real search · 1 real-search pass
best serverless application security testing tools OWASP Top 10 SAST SCA IaC 2026 Semgrep Snyk Checkmarx StackHawk ProwlerGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best serverless application security testing tools OWASP Top 10 SAST SCA IaC 2026 Semgrep Snyk Checkmarx StackHawk Prowler Google ↗
- Semgrep · semgrep.dev
- Snyk · snyk.io
- OWASP ZAP · zaproxy.org
- Checkov · checkov.io
- StackHawk · stackhawk.com
- Prowler · prowler.com
- Trivy · trivy.dev
- Serverless and PaaS Runtime Security · owasp.github.io
- Static Application Security Testing (SAST) · owasp.github.io
- OWASP Serverless Top 10 · owasp.org