Module 7: Security operations integration

Module 7: Security operations integration#

AINS6300 — AI in Threat Detection

Essential Question#

How do detections become action?

Scenario#

a security operations center tuning AI-assisted detections before analyst rollout

Stakeholders: SOC analyst, detection engineer, incident commander, and business system owner

Core Moves#

  • Define the decision boundary

  • Compare baseline and alternative

  • Interpret evidence and assumptions

  • Identify failure modes

  • Recommend next action

Lab & Assignment#

Design a SOC triage workflow.

Artifact: detection engineering packet with threat model, false-positive analysis, and triage workflow focused on security operations integration: Design a SOC triage workflow.