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AI × CYBER SECURITY
AN INDEPENDENT FIELD JOURNAL
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DETECTION ENGINEERINGPROPOSED STUDY

From suspicious behavior to a useful signal

Build and evaluate a detection using safe simulations and a small, explainable telemetry set.

PLANNED LAB · NOT YET COMPLETED

This is a proposed lab brief. Findings, evidence, and reproducible steps will be added after the work is completed.

The question

Which signals distinguish unusual behavior from routine AI application activity?

The lab

A lab environment generating synthetic endpoint and application events.

What the work will produce

  • A documented detection hypothesis
  • A testable rule and safe event fixtures
  • False-positive analysis and tuning notes
This is a proposed lab brief. Findings, evidence, and reproducible steps will appear after the work is completed.
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