What is the average ROI of implementing automated vulnerability scanning in DevOps compared to relying solely on periodic third-party penetration testing?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the average ROI of implementing automated vulnerability scanning in DevOps compared to relying solely on periodic third-party penetration testing?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
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ChatGPT2 real searches · gpt-6
DevSecOps automated security testing ROI cost benefits vulnerability scanning study penetration testing cost remediation early lifecycle Google ↗
NIST software security testing early remediation cost vulnerability detection continuous integration DevSecOps benefits Google ↗
- SANS DevSecOps Survey 2022: 5 Key Takeaways · cncf.io
- Empirical Evaluation of a DevSecOps Proxy Pipeline for Multi-Tier Web Applications · mdpi.com
- Aqua Platform ROI: Forrester TEI Study · aquasec.com
- Executive Summary · securitycompass.com
- Composing Effective Software Security Assurance Workflows · insights.sei.cmu.edu
- 1. Introduction — Secure Software Development, Security, and Operations (DevSecOps) Practices documentation · pages.nist.gov
- DevSecOpsGuideline/current-version/0-Intro/0-1-Intro.md at master · OWASP/DevSecOpsGuideline · github.com
- DevSecOps · mitre.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DevSecOps automated security testing ROI cost benefits vulnerability scanning study penetration testing cost remediation early lifecycle OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIST software security testing early remediation cost vulnerability detection continuous integration DevSecOps benefits OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |