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Research, field notes, and practitioner perspective

The Vilkas Wire

Insights and field notes from real-world penetration tests and security research by the experts at Vilkas.

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Showing 32 of 32 total posts

AI Governance

NIST AI RMF Meets Identity: Building AI Governance on Your Access Controls

AI governance starts with identity. Learn how access controls, permissions, and data exposure determine AI risk, and how to reduce blast…

Jun 23, 202615 min read
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Microsoft Copilot Readiness Blog Post

Before You Turn On Microsoft Copilot: What Will It Expose?

Learn how a Microsoft Copilot Readiness Assessment identifies overshared data, identity exposure, permission risks, and AI attack paths…

Jun 4, 20268 min read
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AD Continuous Monitoring

What Happens to Active Directory Between Annual Penetration Tests

Active Directory changes constantly between annual penetration tests, creating hidden security drift, access creep, and opening up new…

May 18, 20268 min read
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