Post #4179554

* Falsification Engine: After finding a potential vulnerability, VulnHunter runs a structured reasoning workflow specifically designed to disprove its own argument. It searches for flawed assumptions, logic gaps, or security controls that would block the attack. * Evidence-Backed Remediation: When a defect survives the falsification engine, VulnHunter maps the exact exploit path and generates focused, targeted code changes for review. * Attacker-First Forward Analysis: VulnHunter flips the "sink-first" security model to reduce false positives by simulating a bad actor's exact journey. It begins at potential attacker-accessible entry points (APIs, network messages, file uploads) and reasons forward to evaluate whether an attacker can truly break through. https://github.com/capitalone/vulnhunter