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Cybatar Detection Engineering Methodology

How Cybatar separates behavioural references, telemetry coverage, analytic logic, validation evidence, alert outcomes and product-capability claims.

Published 2026-08-17Reviewed 2026-08-17

Method principles

Principle 1

Start from an explicit behaviour, threat, risk or monitoring objective—not from a dashboard count or framework badge.

Principle 2

Treat telemetry as a dependency that must be verified for arrival, usability, identity/time quality and current health.

Principle 3

Keep external taxonomies such as MITRE ATT&CK separate from platform capability claims; mapping to a technique or Detection Strategy is not proof of coverage.

Principle 4

Retain detection logic, version, owner, prerequisites and expected escalation behaviour in a reviewable record.

Principle 5

Test representative positive and benign cases, record the outcome and repeat validation after material logic or telemetry changes.

Principle 6

Use triage and incident outcomes as feedback for tuning, while avoiding simplistic conclusions from one metric such as alert volume or false-positive rate.

Principle 7

Record known blind spots, exceptions and dependencies rather than presenting incomplete coverage as complete.

Principle 8

Retire or replace detections when the objective, telemetry, technology or threat context no longer justifies them.

External source notes

MITRE ATT&CK Detection StrategiesUsed as a behavioural detection reference.MITRE ATT&CK Data SourcesLegacy reference; ATT&CK states Data Sources were deprecated in v18.NIST SP 800-137Used for continuous-monitoring and evidence principles.

Explicit non-claims

  • Cybatar does not claim MITRE ATT&CK certification, endorsement or complete ATT&CK coverage.
  • A mapped technique, Detection Strategy or telemetry source does not prove a working detection.
  • A passing test does not prove that all real attacks or variants will be detected.
  • Cybatar does not claim a native Sigma rule engine or universal detection-content compatibility unless separately documented.
  • Detection engineering does not replace preventive controls, qualified analysts, incident response or environment-specific threat modelling.

How to use this methodology

Start with a detection objective, verify the telemetry, record the analytic and owner, retain test evidence, monitor operational outcomes, and keep gaps visible. When a Cybatar page references ATT&CK, NIST or another external source, preserve the external publisher’s status separately from the Cybatar interpretation.