From LLM Scanner to AI Security: Qualys TotalAI’s Journey
Summary: Qualys launched TotalAI, an LLM scanner built from a March 2024 proof of concept that compiled roughly 1,000 questions across 16+ risk categories and later trimmed the set to about 600 to map against MITRE ATLAS and the OWASP LLM Top 10. The scanner was integrated into Qualys's Web Application Scanner infrastructure rather than shipped as a standalone tool, and the company added 700+ QIDs for AI/ML software vulnerabilities alongside CSAM fingerprinting of AI/ML assets.
Key Takeaway: Qualys is positioning AI risk scoring inside the same vulnerability management workflow that already handles traditional CVEs, so the question for a security leader is whether AI/ML findings will land in an existing triage process or become another dashboard nobody owns.
Read the original at Qualys Blog ↗
- Topics
- AI Security
- Related
- SECURITY AFFAIRS AI-CYBERSECURITY NEWSLETTER ROUND 8 Cyber Risks · Nov 15, 2026Pentagon Renames CDAO ‘Super Intelligence Office’ Cyber Risks · Nov 15, 2026186 Fake AI Domains Redirect Users to Click Fix Lures, Browser Malware, and Search Hijackers Cyber Risks · Nov 12, 2026