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AI Governance

Designing an AI Governance Plane for Offensive Security
AI Governance

Designing an AI Governance Plane for Offensive Security

A reference architecture for AI-assisted penetration testing, covering authorization, scope enforcement, isolated execution, human oversight, and audit evidence.
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Richard Mader
SPARK42 | Offensive Security Blog © 2026
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