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    Zero-day research/Capability

    Zero-day discovery at AI scale,validated by practitioners.

    AI models at scale, directed by a decade of offensive expertise. Every candidate is validated by a practitioner, proven in a lab, coordinated with the vendor, and published under CNA and GNA authority.

    Start an engagement What you receive
    280
    Zero-days discovered
    9.8 avg
    CVSS score · critical findings
    90d
    Coordinated disclosure window
    100%
    Findings with working PoC
    01/THE DIFFERENCE

    A model suggests.
    Securin proves.

    Running a frontier model against a codebase produces suggestions — not findings. High false-positive rates, no working exploits, no lab verification, no accountability layer. Securin adds what the model can’t.

    Securin AI-Augmented Discovery
    Structured service · human accountability
    Running a model alone
    Generic output · operator-dependent
    Specialised skills and workflows refined over years of engagements
    Generic, unguided output with no engagement context
    Decade of practitioner tradecraft directs models to code paths that matter
    High false-positive and hallucination rate — no built-in validation
    Validated, exploitable findings only — humans filter all false positives
    No working exploits — partial logic, untested in a real environment
    Working exploits, not pseudo-code — proven through iterative validation
    Findings described, never demonstrated — no lab to verify
    Securin’s CWE research intelligence identifies and chains zero-day vulnerabilities and writes working exploits
    No CWE research intelligence — cannot reliably chain vulnerabilities or write real exploits
    Reproducible lab environments the client can independently verify
    Single-step, one-off answer in a chat window
    End-to-end pipeline: discovery → exploit → lab → remediation as one service
    Operator-dependent — quality varies with prompting skill
    Governed service — scoping, rules of engagement, documented methodology
    No scoping, governance, or accountability layer
    Remediation, prioritisation, and resolution — completing the pipeline
    No remediation, prioritisation, or resolution pipeline
    02/WHAT YOU RECEIVE

    Four outputs.
    Every
    engagement.

    Every engagement delivers the same four verified outputs — regardless of target, scope, or complexity. No theoretical findings. No pseudo-code. No unverified candidates.

    01
    Validated Exploit
    A deterministic, working proof-of-concept with a full written precondition set — reproduced against a live or representative environment, not synthesised from model output alone.
    PoC required before any finding is reported
    02
    Lab Reproduction
    Full environment specification and step-by-step reproduction instructions the client can execute independently. Built before vendor submission so the finding is verifiable before it’s disclosed.
    Client-verifiable before vendor notification
    03
    Coordinated Patch
    Vendor-verified remediation aligned to your disclosure timeline. Securin coordinates the patch under a 90-day embargo, verifies it against the original exploit, and only closes the embargo when the fix is confirmed complete.
    90-day window · patch verified before close
    04
    Full Advisory
    Root-cause analysis, vulnerable code excerpt, fixed code diff, trigger conditions, impact matrix, and remediation runbook — published under CNA authority, linked to NVD, and archived permanently with the Securin advisory index.
    Signed · citable · indexed to NVD
    03/PLATFORM INTEGRATION

    Zero-day doesn’t
    run
    in isolation.

    The discovery program is amplified by two existing Securin capabilities feeding the same pipeline. Each one sharpens what the others produce.

    ZD

    Zero-Day Discovery

    AI-augmented offensive research — scoped, validated, coordinated, published. Frontier models directed by practitioner expertise, human accountability at every stage. The convergence point of the platform.

    CVE assignmentWorking exploitsCNA-signed advisories
    APT

    Automated Penetration Testing

    Scales reconnaissance and exploitation across large attack surfaces. Surfaces candidate weaknesses for AI analysis and expert triage. Validates exploitability under real conditions — not theory — feeding confirmed candidates directly into the discovery pipeline.

    Attack surface coverageCandidate surfacingReal-condition validation
    VI

    Vulnerability Intelligence

    240,000+ CVEs tracked. Prioritises targets by real-world exploitability and threat context, correlates findings against known-exploited and trending vulnerabilities, and sharpens remediation guidance with risk-based prioritisation throughout the engagement.

    Exploitability contextKEV correlationRisk prioritisation
    ∑

    Automated pentesting widens coverage. Vulnerability intelligence focuses effort. AI workflows accelerate discovery. Human experts validate and weaponise. Each amplifies the others — zero-day discovery is the convergence point.

    04/START AN ENGAGEMENT

    Define the target.
    We handle the rest.

    Every engagement begins with a scoping conversation — target stack, authorisation scope, risk appetite, and timeline. From there, Securin runs the full seven-stage pipeline and delivers four verified outputs under CNA authority.

    No finding, no fee. Every advisory we deliver is backed by a working proof-of-concept the client can independently verify.

    Contact the research team See the advisory record
    Secure email
    disclose@securin.io
    Independent researcher?
    Coordinate a finding through our CNA & GNA program →
    SecurinSecurinZero Days

    Securin's zero-day research operation combines frontier AI models with a decade of offensive expertise — discovering, validating, and coordinating the disclosure of high-impact vulnerabilities at a scale and speed no human team achieves alone.

    Glossary
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