Risk-based vulnerability management (RBVM) prioritizes vulnerabilities by actual risk to specific assets rather than raw CVSS severity scores. In cloud environments, static point-in-time scores become stale within hours as infrastructure changes, making dynamic risk scoring essential. Dynamic scoring re-evaluates findings whenever cloud state changes — such as a security group closing or a new public IP being assigned — keeping remediation priorities aligned with real exposure. Beyond scoring, a healthy RBVM program requires managing the full alert lifecycle to prevent stale tickets and duplicate findings from eroding team trust. Operationalizing RBVM means assigning clear ownership to asset teams, integrating findings into existing ticketing workflows, and measuring outcomes like MTTR for high-risk findings, high-risk closure rates, and risk reduction over time rather than simply counting closed Criticals.
