SanMuzZzZz/LuaN1aoAgent
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LuaN1aoAgent is a fully autonomous AI-driven penetration testing agent powered by graph-based cognitive reasoning.Developed by the Intelligent Offense & Defense Research Group, led by Professor LuHui and Tian Zhihong at Fang Class,Guangzhou University.
About
LuaN1ao (鸾鸟) is a next-generation Autonomous Penetration Testing Agent powered by Large Language Models (LLMs).
Traditional automated scanning tools rely on predefined rules and struggle with complex real-world scenarios. LuaN1ao breaks through these limitations by innovatively integrating the P-E-R (Planner-Executor-Reflector) Agent Collaboration Framework with Causal Graph Reasoning technology.
LuaN1ao simulates the thinking patterns of human security experts:
From information gathering to vulnerability exploitation, LuaN1ao elevates penetration testing from "automated tools" to an "autonomous agent".
LuaN1aoAgent achieves a 90.4% success rate on benchmark tasks fully autonomously,…
Excerpted from github.com/SanMuzZzZz/LuaN1aoAgent
Latest metrics
| Stars | 1.5k | 2026-11-09 |
|---|---|---|
| Forks | 260 | 2026-11-09 |
| Commits | 151 | 2026-11-09 |
| Releases | 2 | 2026-11-09 |
| Watchers | 8 | 2026-11-09 |
| Open issues | 5 | 2026-11-09 |
| Open PRs | 0 | 2026-11-09 |