HIIH · The output object
HIIH loop step: Structure

From hostile activity to structured Findings.

A HIIH Finding organizes directly observed adversary activity into context, confidence, related observations or artifacts, and an operational implication your teams can act on. It is more than a touch alert.

See what HIIH has observed ↗

01 · REAL OBSERVATIONS, STRUCTURED OUTPUT

The output model is grounded in real hostile activity captured target-side, not in a template. Three examples, each drawn from a published report.

Finding family: Engagement
Post-access behavior
Commands, tools, files and propagation actions recorded in sequence inside a controlled environment.
Read the report →
Finding family: Access
Defensive output
Indicators, detection content and hunting guidance derived from primary observations.
Read the report →
Finding family: Access
Access validation
Credentials and repeated connection behavior observed target-side, distinct from broad scanning.
Read the report →
02 · FROM RAW ACTIVITY TO USABLE INTELLIGENCE

A sensor record is not yet intelligence.

A connection, command or file transfer is a fact. It becomes operationally useful when the fact is normalized, related to other activity, placed in context, and qualified with what is known, assessed and still uncertain. HIIH uses a structured output model so the SOC receives more than an isolated touch notification.

Raw Eventlow-level sensor record
→
Observationa directly observed fact
→
HIIH Findingstructured operational meaning
→
Representationalert · context · intelligence

Not every Observation becomes a Finding. Activity stays raw or observational until it deserves an assessment.

LayerWhat it is
Raw EventA low-level record generated by a target or sensor. Necessary, but not the main customer value.
ObservationA normalized fact from the Surface: an authentication attempt, command, file transfer, connection, fingerprint or other directly recorded behavior.
HIIH FindingA structured interpretation of observed adversary activity, carrying context, confidence, related observations or artifacts, and an operational implication.
AlertA concise operational representation used to draw attention in a SOC workflow.
IntelligenceThe usable result: Findings, campaign or actor context, detection material, briefings and related analytical outputs.
03 · READ IN THREE CHAPTERS

The Finding object is described in three short chapters. Read them in order, or jump to what you need.

1 · Anatomy of a Finding
What a Finding is, the seven regions an analyst inspects, the three Finding families, how observed and assessed stay separate, confidence and relevance, and the supporting evidence behind a Finding.
Model · families · evidence
Read chapter 1 →
2 · Two worked examples
An access-validation example at low depth, and a deeper post-access engagement example — each separating observed facts from assessment.
Early signal · deep engagement
Read chapter 2 →
3 · Research, limits and technical truth
How Findings relate to OHIIHO Research, and exactly what the current Finding model does — and does not — guarantee.
Proof · honest limits
Read chapter 3 →
04 · CONTINUE
How HIIH works
See how activity becomes a Finding.
The end-to-end loop →
Delivery
See current paths into security workflows.
Into your workflow →
Where HIIH fits
Compare the output with alerts, SIEM and CTI.
Against the stack →
SOC & threat intelligence
See how operational teams use the result.
For operational teams →

Bring one intelligence question. Inspect the Finding it can produce.

An evaluation can start with a specific operational question, the relevant exposure or engagement pattern, the observations HIIH can collect, and the form in which your team needs the result.