AI speeds up exploits as CVE spreadsheets fail to track real risk

Security experts warn that AI-driven automation is shrinking time-to-exploit while growing code volume and open-source dependencies expand attack surface. Traditional CVE lists and CVSS scores measure severity, not actual risk, so organizations should assess reachability and production context instead of counting findings.

• More code and open-source dependencies expand the overall attack surface
• CVSS reflects technical severity, not likelihood of exploitation in a given environment
• The same CVE creates different risk depending on exposure and configuration
• Teams should scan production, use reachability analysis and automate triage