
Program guidance
Google Cloud's Mandiant team published a practical model for using AI agents in vulnerability management without surrendering deterministic controls or human accountability.
At a glance
- The guidance describes AI as an accelerator for analysis and prioritization, not a replacement for security engineering judgment.
- Recommended safeguards include isolation, least privilege, zero-data-retention options, red teaming and treating code, plugins and inputs as untrusted.
- Human-led threat modeling remains central to deciding which findings matter to the business.
- The article connects AI-assisted research to risk-based vulnerability management and faster defensive decisions.
Copyright
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