THREAT OPS › Threat News › Operationalize AI Governance Across Shadow GenAI, MCP, and Agentic Workloads with Qualys TotalAI
Operationalize AI Governance Across Shadow GenAI, MCP, and Agentic Workloads with Qualys TotalAI
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<section style="background-color: #f7f8fb; padding: 16px 18px;"> <h4 style="color: #ed2e26;">Key Takeaways</h4>
<ul> <li><b>AI adoption has outpaced enterprise controls,</b> with AI and LLM workloads appearing faster than security teams can inventory or approve them. </li> <li><b>AI governance has become an evidence problem.</b> Policies, questionnaires, and risk registers cannot
MITRE ATT&CK techniques
- Artificial IntelligenceT1588.007
- Code RepositoriesT1593.003
- Cloud ServicesT1021.007
- Code RepositoriesT1213.003
- Generative AIAML.T0016.002
- Code RepositoriesAML.T0095.000
Indicators of compromise
- https://genai.owasp.org/resource/state-of-agentic-ai-security-and-governance/url
- https://www.brighttalk.com/webcast/11673/672802url
- https://www.ibm.com/think/insights/ai-jailbreakurl
- https://newsroom.ibm.com/2025-07-30-ibm-report-13-of-organizations-reported-breaches-of-ai-models-or-applications,-97-of-which-reported-lacking-proper-ai-access-controlsurl
- https://artificialintelligenceact.eu/url
- https://www.qualys.com/enterprise-trurisk-platformurl
- https://www.qualys.com/apps/totalaiurl
- https://www.qualys.com/free-trial-new/totalaiurl
Original source: https://blog.qualys.com/category/product-tech