Learning from existing CVE’s

Studying published CVEs and short case studies to learn how to validate a PoC quickly and safely — not to craft exploits. The goal is speed and certainty: identify the minimal conditions that must exist for a report to be true, reproduce those conditions in an isolated lab, gather deterministic evidence (PCAPs, logs, firmware images, screenshots) and decide whether the finding is reproducible, patch-worthy, or out of scope.

Using case studies to build checklists, test matrices and short recipes that make validating or debunking reports without reimplementing attackers’ tools or publishing exploit code.