DeRISK QVM (Quantified Vulnerability Management)

Translating Vulnerabilities (CVEs) into Dollars at Risk
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True Quantified Vulnerability Management

Traditional CVE prioritization using CVSS scores creates unmanageable backlogs in OT environments — most CVEs are generic, and industrial patch windows are narrow.

DeRISK QVM cuts through the noise: it translates every CVE and control posture into financial risk metrics — Value at Risk (VaR) and Estimated Financial Loss — so industrial security teams act only on the vulnerabilities that drive meaningful financial exposure. Unlike CVSS-based scoring, DeRISK QVM delivers context-aware, risk-based OT vulnerability prioritization.

By integrating with Claroty, Forescout, Nozomi Networks, and Tenable, and applying AI-powered MITRE ATT&CK; mapping, DeNexus delivers a comprehensive, business-oriented view of OT vulnerability management priorities.

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How It Works

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AI-Powered Vulnerability Mapping

Using deep learning models, DeRISK QVM automatically maps newly published CVEs to MITRE ATT&CK; for Enterprise and MITRE ATT&CK; for ICS — identifying the specific tactics, techniques, and procedures applicable to your OT environment. This AI-powered CVE-to-ATT&CK; mapping (patent pending) is the analytical foundation for accurate financial risk quantification in industrial settings.

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Financial Risk Quantification

DeNexus' probabilistic risk engine processes ATT&CK-mapped; CVEs against a digital twin of your OT network — factoring in network topology, asset criticality, device role, and existing security controls — to calculate Value at Risk (VaR) and Estimated Financial Loss per vulnerability. DeRISK QVM runs on the same quantification engine as DeRISK CRQ, applied at the individual CVE level. 

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DeRISK Quantified Vulnerability Management

By comparing CVE remediation scenarios against a financial baseline, DeRISK QVM quantifies the exact dollar value of risk reduction per patch or control action. Combined with DeRISK's Risk Mitigation Simulation, industrial organizations replace patch backlog management with financial prioritization — focusing remediation on the 1–2% of OT vulnerabilities that drive 90% of actual cyber risk exposure. 

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Integrated Vulnerability Data

DeRISK QVM ingests inside-out OT vulnerability data from leading ICS/OT security partners — Claroty, Forescout, Nozomi Networks, and Tenable. From initial CVE discovery through exploitability escalation to remediation, industrial security teams and MSSPs track the financial risk of every open vulnerability and allocate cybersecurity resources where they reduce the most exposure.

Take Control with Value at Risk Simulation

  • Portfolio, facility, and zone-level OT vulnerability risk analysis 

  • Financial context for executive and board-level cybersecurity decisions

  • Identify your Top 10 OT vulnerabilities and quantify their Value at Risk (e.g., $5M) using DeRISK QVM

  • Remediate those vulnerabilities and measure the financial risk reduction — e.g., 40% exposure reduction

  • Share insurer-ready, quantified proof of risk reduction with your cyber insurance carrier at renewal
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