LuaN1aoAgent

项目介绍

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,…