Most organizations focus heavily on pre-deployment vulnerability scanning but lack continuous visibility into vulnerabilities affecting software already running in production. New CVEs are disclosed daily, meaning software that passed all security checks at build time can become vulnerable later without any code changes. SBOMs, generated during the build process in formats like SPDX or CycloneDX, are often treated as compliance documents but can serve as persistent inventories enabling metadata-based vulnerability correlation without rescanning artifacts. Combined with a 'digital twin' model that continuously maps deployed endpoints to their SBOMs and synchronizes with vulnerability databases like OSV.dev and NVD, organizations can detect newly disclosed CVEs almost immediately and automate remediation via pull requests updating dependency manifests, potentially reducing remediation time from months to days.
Table of contents
The Growing Post-Deployment Vulnerability ProblemCurrent Approaches to Detecting Post-Deployment CVEsSBOMs Are an Underutilized Security AssetDetecting Vulnerabilities Without RescanningDigital Twins and Continuous Vulnerability SynchronizationAligning with OpenSSF Security InitiativesThe Future of Vulnerability ManagementSort: