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The Hidden Cost of CVEs: Can CSAF and VEX Change the Equation?

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Estimate that a single Windows CVE can consume 200 million global human hours when scaled across organizations, and a recent Patch Tuesday hits ~120 Windows CVEs at once, forcing triage shortcuts. Chrome publishes at least 186 CVEs in the first three months and red teams submit vulnerabilities in bulk, so automation is mandatory. Microsoft’s Azure Linux VEX feed sees 100 million VEX reads in March, yet the CNA ecosystem is lopsided and the top 20 CNAs are not fully enriching records, so CSAF/VEX tooling and shared pipelines must be built.

AI-written summary · about

  1. 0:00Introduction
  2. 1:08Hidden cost of CVEs
  3. 4:42CSAF and VEX potential
  4. 8:54Automation challenges
  5. 11:01CNAs and tools challenges
  6. 13:32Building industry tools
  7. 15:58Preserving CVE unity
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