Definition
A falsification engine is a structured reasoning workflow that actively tries to disprove a vulnerability finding (broken assumptions, incomplete exploit paths) before reporting it to developers.
Key Points
- Core innovation claimed in Capital One VulnHunter
- Surviving findings come with mapped attack paths and remediation proposals
- Does not guarantee zero false positives or replace human review