Black & White Path
Jul 12, 2026 · Information Security
Local Vulnerability Research Pipeline: 14B Code Model Powers Automated Exploit Mining
The local‑vuln‑research‑pipeline, built around the 14B Qwen2.5‑Coder model, combines a deterministic code‑graph with LLM‑driven exploitability reasoning to exhaustively enumerate source‑to‑sink paths across multiple languages, offering detailed reports while running entirely on local hardware.
LLM auditingQwen2.5-Codercode graph
0 likes · 9 min read