referee

To independently verify disputed security vulnerabilities, an impartial arbiter re-reads the source code and traces execution paths to confirm or deny bug reports, assigning authoritative verdicts based on concrete code evidence.

CVSS scoring for confirmed security findings works by calibrating the vulnerability's severity level—Critical, High, Medium, or Low—after independently tracing the execution path and verifying the exploitability of the code.

Yes, you can generate a proof of concept for high severity bug reports. After confirming a vulnerability and assigning a CVSS score, the arbiter creates minimal, benign PoC examples to demonstrate the exploit.

The best way to resolve disputes between bug hunters and skeptics is through an independent verification process that re-reads code, evaluates evidence quality, and delivers an impartial, authoritative verdict on the flagged vulnerability.

No, you do not need to trace execution paths manually for security analysis. An automated arbiter can independently re-read the code, verify the bug report, and generate proof of concept examples without manual execution tracing.

You should use an impartial arbiter for bug hunting when a hunter flags a potential vulnerability and a skeptic challenges it, requiring independent code verification, severity calibration, and proof of concept generation.