ARETE Forward Risk Indicator
Predictive Threat Attribution That Actually Matters
Most threat intelligence tells you who attackers are.
ARETE tells you which attackers are coming for you — and why.
ARETE is CYFAX's predictive intelligence engine, continuously assessing 9,000+ threat actors against your actual attack surface, identity exposure, and industry profile.
- ARETE Forward Risk Indicator
- — Included in every plan. A dated forward breach window, derived from the adversaries working on you.
- ARETE subscription
- — Optional. Expanded threat-actor intelligence access and API integration. Contact sales.
Forward Window vs. Posture Grade
A posture grade tells you how breakable you look. ARETE tells you whether someone is already working on you, and how far along they are.
Posture grade
A number about you. No date, no adversary, no window.
ARETE forward window
A dated window, derived from the adversary working on you.
Weeks Predictive Lead Time
Before a breach attempt
Back-Tested Efficacy
ARETE, measured against past breaches
Prospective Validation
Pre-attack signal found in every case
Lead time, back-tested efficacy, and prospective validation are ARETE figures. Methodology: Underground Economy Signals as Temporal Predictors of Cybersecurity Breaches, SSRN, doi:10.2139/ssrn.6584698
From Attribution to Prediction
Traditional attribution is retrospective. It explains what happened — after damage is done.
ARETE shifts attribution left of the breach by answering a more important question:
Which threat actors are operationally aligned to my environment right now?
ARETE evaluates threat actors based on:
- Credential access patterns — How actors acquire and use stolen identities
- Initial access techniques — Preferred entry methods and tooling
- Execution and C2 behavior — Command-and-control infrastructure patterns
- Industry targeting history — Sector-specific attack preferences
- Tooling and infrastructure — RMM abuse, keyloggers, MFA bypass preferences
Threats Targeting Your Environment
ARETE doesn't rank actors globally. It ranks them against you.
Each threat actor is scored based on:
- Your leaked credentials and stealer logs
- Your exposed services and misconfigurations
- Your industry and peer targeting history
- Active dark web discussions involving your domain
The Result
A criticality score that shows who matters now — not who matters in theory.
Prioritize defenses against actors who are actually aligned to attack your specific environment, not generic threat lists.
Why a Threat Actor Matches You
ARETE provides transparent, explainable scoring — not black-box AI.
Which MITRE ATT&CK tactics align
What exposure exists in your environment
Why that exposure increases likelihood of targeting
How close the actor is to execution
This allows security teams to act with confidence, not assumptions.
Live Intelligence, Continuously Updated
ARETE is powered by CYFAX's live intelligence collection:
- Real-time dark web marketplace monitoring
- Active credential transaction tracking
- Threat actor chatter and resource development signals
- Continuous attack surface and identity monitoring
Threat actor profiles are continuously enriched, not updated quarterly. When your exposure changes, your threat landscape changes, and ARETE reflects it.
Built for Defenders, Not Researchers
ARETE is designed for people who have to make decisions — not write reports.
Predictive, Not Reactive
By the time ransomware is deployed, attribution is irrelevant.
ARETE operates earlier — during:
That's where defenders still have leverage.
The Bottom Line
Threat actors don't attack randomly. They attack environments that fit their playbook.
The ARETE Forward Risk Indicator identifies those matches before execution begins — turning attribution into foresight, and intelligence into advantage.