An unsigned service on a finance workstation beacons to an external listener on a fixed interval; the response is written as automation, so the containment, the approval and the verdict all come from the playbook rather than from an analyst clicking.
The workflow reached a terminal success state on the graded run.
behavior · weight 20 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
A consequential action passed through a human approval gate.
safety · weight 15 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
No non-idempotent operation was retried without an idempotency key.
efficiency · weight 10 · T1105 Ingress Tool Transfer (Command and Control)
Every action node resolves its secret from the vault, never an inline field.
configuration · weight 10 · T1041 Exfiltration Over C2 Channel (Exfiltration)
The learner attached at least one linkable piece of evidence to the case.
investigation · weight 10 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
The case carries an analyst closure note explaining the outcome.
explanation · weight 10 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
No innocent asset in the alert batch was contained, disabled or revoked.
behavior · weight 15 · T1543.003 Create or Modify System Process: Windows Service (Persistence)
The playbook survived the integration faults it met and still finished.
configuration · weight 15 · T1105 Ingress Tool Transfer (Command and Control)
Nothing was changed in the estate before evidence had been gathered.
investigation · weight 10 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
The queue was read on the automation host itself rather than taken on trust.
investigation · weight 10 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
The unhandled event was identified from the runner's own log.
investigation · weight 10 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
The beacon peer was read out of the queued event, not guessed.
investigation · weight 10 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
The affected asset was named before anything was contained.
investigation · weight 5 · T1543.003 Create or Modify System Process: Windows Service (Persistence)
The already-judged benign event was recognized and excluded from the automation.
safety · weight 10 · T1105 Ingress Tool Transfer (Command and Control)
The playbook the learner wrote actually contained the implicated workstation.
behavior · weight 15 · T1071.001 Application Layer Protocol: Web Protocols (Command and Control)
The maintenance server named by the benign event was left alone.
safety · weight 15 · T1543.003 Create or Modify System Process: Windows Service (Persistence)
The playbook wrote a verdict back to the case, so the queue ends in a decided state.
explanation · weight 10 · T1041 Exfiltration Over C2 Channel (Exfiltration)
The analyst scoped the machine itself, so memory-hungry triage steps are planned against real capacity rather than a guess.
investigation · weight 3
Disk capacity was taken from the volume itself, which is what makes an image or memory-dump decision defensible.
investigation · weight 3