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Fix what matters first.
Priority Scoring & CybeRisk.

CybeDefend scores every finding and ranks every project by real, exploitable risk.

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shopNext to fixDemo project
  1. 92
    SQL injection in refund handlerCriticalapi/refunds.ts:88provenEPSS 0.94Reachable from POST /refunds on an internet-facing service.
  2. 84
    Password reset token never expiresHigh
  3. 71
    SSRF in webhook fetcherMedium
  4. 22
    Stack trace shown on error pageLow

Four signals, one number.

CVSS, EPSS, exploitability and business context, weighted.

How a score of 87 is built
87/ 100Critical urgent
  • CVSS 4.035% weight31 ptsReshaped by your context: Internet exposure, Network segmentation, Data classification, Business criticality
  • EPSS25% weight22 pts
  • Exploitability25% weight24 pts
  • Business context15% weight10 pts
  1. 80+Critical urgent
  2. 60+Urgent
  3. 40+Normal
  4. 20+Low
  5. < 20Very low

Which project deserves attention first.

One CybeRisk score per project, so you know which of a hundred projects to open first.

CybeRisk ScoreDemo organisation
  1. payments-api
    142Critical
  2. checkout-web
    88Critical
  3. auth-service
    54High
  4. admin-portal
    31Medium
  5. docs-site
    12Low

CVSS-weighted and unbounded, so a genuinely risky project scores in the hundreds and the worst offenders stand out.

Start with one repository.

Connect GitHub, GitLab, Bitbucket or Azure DevOps, pick a repository, and the first scan starts.

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In detail

Next to fix

Severity alone never told you what to fix. CybeDefend scores every finding and ranks every project by real, exploitable risk, so your team spends its time where it counts.

shopNext to fixDemo project
  1. 92
    SQL injection in refund handlerCriticalapi/refunds.ts:88provenEPSS 0.94Reachable from POST /refunds on an internet-facing service.
  2. 84
    Password reset token never expiresHighauth/reset.ts:41actively_exploitedEPSS 0.71Exploited in the wild, on the mission-critical auth service.
  3. 71
    SSRF in webhook fetcherMediumhooks/fetch.ts:23theoreticalEPSS 0.38Outbound calls allowed, no confirmed path to internal hosts yet.
  4. 38
    Hard-coded key in dead moduleCriticallegacy/export.ts:12not_exploitableEPSS 0.02Module never imported: dead code, no execution path.
  5. 22
    Stack trace shown on error pageLowweb/error.tsx:9theoreticalEPSS 0.01Internal tool, segmented network, low data sensitivity.
The signal that kills false positives.

CVSS 4.0 environmental score, EPSS exploitation probability, exploitability and business context, weighted into a single number.

Every finding gets a verdict on whether it is realistically reachable, from static analysis, AI review or a manual call.

Exploitabilityexploitability_status
  • not_exploitableFalse positive or unreachable. De-prioritized.
  • theoreticalPossible, not yet confirmed reachable.
  • provenConfirmed exploitable in your real data flow.
  • actively_exploitedKnown exploitation in the wild. Drop everything.

Every finding gets a verdict on whether it is realistically reachable, from static analysis, AI review or a manual call.

Scoring & prioritization, in short

What is the difference between the priority score and the CybeRisk score?
The priority score ranks individual findings inside a project so you know what to fix first. The CybeRisk score ranks whole projects across your portfolio so you know which project to look at first. One is finding-level, the other project-level.
How is the priority score calculated?
It blends four normalized signals: CVSS 4.0 environmental score, EPSS exploitation probability, exploitability and business context. The weighted result is a transparent 0 to 100, and every finding can be decomposed into its exact contributions.
What does exploitability mean here?
It is a verdict on whether a finding is realistically reachable, from not_exploitable to actively_exploited, sourced from static analysis, AI assessment or a manual override. It is the single biggest driver of false-positive suppression.
Why is the CybeRisk score not capped at 100?
Because it sums point contributions from every active finding rather than a percentage. A project with many critical vulnerabilities can legitimately score in the hundreds, which keeps the worst offenders clearly separated.
Can I override a priority manually?
Yes. Authorized users can pin a priority, which freezes recalculation until it is cleared. Overridden findings are flagged so it is always clear a human set the score.