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LuaN1aoAgent
SanMuzZzZz December 4, 2025
708 copies 0 downloads
LuaN1aoAgent is a cognitive-driven AI hacker. It is a fully autonomous AI penetration testing agent powered by DeepSeek V3.2. Using dual-graph reasoning, LuaN1ao achieves a success rate of over 90% on the XBOW Benchmark, with a median exploit cost of just $0.09.
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<img src="imgs/logo.png" alt="LuaN1ao Logo" width="200" />
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<h1 align="center">LuaN1aoAgent</h1>
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Cognitive-Driven AI Hackers
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🧠 Think Like Human Experts • 📊 Dynamic Graph Planning • 🔄 Learn From Failures • 🎯 Evidence-Driven Decisions
🚀 Quick Start • ✨ Core Innovations • 🏗️ System Architecture • 🗓️ Roadmap
</div>📖 Introduction
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:
- 🎯 Strategic Planning: Dynamically plan attack paths based on global situational awareness
- 🔍 Evidence-Driven: Build rigorous "Evidence-Hypothesis-Validation" logical chains
- 🔄 Continuous Evolution: Lea
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