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The knowledge base

Clear answers to security engineering questions.

Understand the terms behind a security assessment and the decisions that follow it. These guides explain evidence, authorisation, verification and monitoring before connecting the concepts to the AI Defence design.

SECURITY EXPLAINED

What is a read-only security audit?

Learn what a read-only security audit examines, where its limits are, and why discovery and remediation need separate authorisation.

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SECURITY EXPLAINED

What is a security baseline?

Understand a security baseline, the difference between observed and approved state, and how baseline evidence supports configuration drift detection.

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SECURITY EXPLAINED

How does vulnerability scanning differ from continuous monitoring?

Compare vulnerability scanning and continuous security monitoring by scope, timing, evidence and response, and understand why they complement each other.

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SECURITY EXPLAINED

What is verified security remediation?

Learn why a successful security change is not enough: verified remediation retests the original finding and the service behaviour that must remain intact.

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SECURITY EXPLAINED

Why an unknown task needs less authority.

A practical guide to task isolation, least privilege, external-content provenance and controlled output, with clear limits for ransomware containment.

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SECURITY EXPLAINED

A changed fingerprint starts a question.

Learn how to distinguish security drift from authorised software updates and document edits, using measured state, provenance and scoped recertification.

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SECURITY EXPLAINED

Quarantine should leave a controlled path to repair.

Understand device identity, posture, adaptive network quarantine, minimum connectivity and the evidence needed before a device returns to normal access.

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SECURITY EXPLAINED

What does “fixed” actually establish?

A practical guide to post-remediation verification, evidence freshness, independent observations and the difference between an action result and security closure.

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