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vulnerabilities
From vulnerability report to CVE draft in minutes: how Elastic automated security advisories with AI
Elastic developed a generative AI agent using Elastic Agent Builder that automatically drafts complete CVE security advisories from vulnerability reports in minutes, eliminating manual work. The agent uses retrieval-augmented generation (RAG) against indexed MITRE CWE and CAPEC catalogues in Elasticsearch to ensure accurate classifications and prevent AI hallucinations. The solution has already been deployed in production and generates standardized advisory text with CWE classification, CAPEC methodology, CVSS scoring, and mitigation guidance.
Why it matters: Security teams managing vulnerability disclosure workflows can accelerate advisory drafting from hours to minutes while reducing errors in CWE and CAPEC assignments that affect downstream national vulnerability databases like NVD.
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- First seen by Cybersecurity Tracker
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Correction
Correction recorded as of .
vulnerabilities
From vulnerability report to CVE draft in minutes: how Elastic automated security advisories with AI
No summary had been written when this copy was frozen.
- First seen by Cybersecurity Tracker
Source attribution
Correction
Correction recorded as of .
vulnerabilities
From vulnerability report to CVE draft in minutes: how Elastic automated security advisories with AI
Elastic's InfoSec team built a generative artificial intelligence (AI) agent using Elastic Agent Builder that automatically drafts complete CVE security advisories from raw vulnerability reports, including Common Weakness Enumeration (CWE) classification, Common Attack Pattern Enumeration and Classification (CAPEC) methodology, CVSS scoring, and mitigation guidance. The agent uses retrieval-augmented generation (RAG) against MITRE CWE and CAPEC catalogues indexed in Elasticsearch to ground output in authoritative data and eliminate hallucinated classification IDs. The advisory ESA-2026-01 demonstrates the pipeline in production use.
Why it matters: Security teams managing vulnerability disclosure workflows can reduce manual effort in drafting advisories and ensure consistency across CVE descriptions, potentially accelerating time-to-disclosure while maintaining accuracy.
- Source published
- First seen by Cybersecurity Tracker
Source attribution
Correction
Correction recorded as of .
vulnerabilities
From vulnerability report to CVE draft in minutes: how Elastic automated security advisories with AI
Elastic's InfoSec team built a generative artificial intelligence (AI) agent using Elastic Agent Builder that automatically drafts complete CVE security advisories from raw vulnerability reports, including Common Weakness Enumeration (CWE) classification, Common Attack Pattern Enumeration and Classification (CAPEC) methodology, CVSS scoring, and mitigation guidance. The agent uses retrieval-augmented generation (RAG) against MITRE CWE and CAPEC catalogues indexed in Elasticsearch to ground output in authoritative data and eliminate hallucinated classification IDs. The advisory ESA-2026-01 demonstrates the pipeline in production use.
Why it matters: Security teams managing vulnerability disclosure workflows can reduce manual effort in drafting advisories and ensure consistency across CVE descriptions, potentially accelerating time-to-disclosure while maintaining accuracy.
- Source published
- First seen by Cybersecurity Tracker