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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>PentestGPT - Autonomous Penetration Testing</title>
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<section class="hero">
<div class="hero-content">
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<span class="label-dot"></span>
USENIX Security 2024 · Distinguished Artifact
</div>
<pre class="ascii-art fade-in stagger-1">
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╚═╝ ╚══════╝╚═╝ ╚═══╝ ╚═╝ ╚══════╝╚══════╝ ╚═╝ ╚═════╝ ╚═╝ ╚═╝</pre>
<p class="hero-description fade-in stagger-2">
Autonomous penetration testing powered by large language models.<br>
From reconnaissance to exploitation, fully automated.<span class="typing-cursor"></span>
</p>
<div class="hero-actions fade-in stagger-3">
<a href="https://github.com/GreyDGL/PentestGPT" class="btn btn-primary" target="_blank">
() => clone() <span class="arrow">→</span>
</a>
<a href="paper.html" class="btn btn-ghost">Read Paper</a>
</div>
</div>
</section>
<div class="divider"></div>
<section class="stats">
<div class="stat fade-in">
<span class="stat-value">9.4K+</span>
<span class="stat-label">GitHub Stars</span>
</div>
<div class="stat fade-in stagger-1">
<span class="stat-value">228.6%</span>
<span class="stat-label">Performance Gain</span>
</div>
<div class="stat fade-in stagger-2">
<span class="stat-value">#900</span>
<span class="stat-label">HTB Global Rank</span>
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<div class="stat fade-in stagger-3">
<span class="stat-value">Top 5</span>
<span class="stat-label">Distinguished Artifact</span>
</div>
</section>
<div class="divider"></div>
<!-- Demo Section with Asciinema -->
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<span class="section-number">01</span>
<h2>// Live Demos</h2>
</div>
<div class="section-content">
<div class="demo-container">
<div class="demo-box scale-in stagger-1">
<div class="demo-header">
<span class="code-dot"></span>
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<span class="demo-title">install.cast</span>
<a href="https://www.youtube.com/watch?v=RUNmoXqBwVg" target="_blank" class="demo-youtube" title="Watch on YouTube">
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YouTube
</a>
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<div class="demo-player">
<div id="demo-install"></div>
</div>
<p class="demo-caption">Docker-based installation with pre-configured security tools</p>
</div>
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<div id="demo-main"></div>
</div>
<p class="demo-caption">End-to-end autonomous penetration testing on a real target</p>
</div>
</div>
</div>
</section>
<div class="divider"></div>
<section class="section">
<div class="section-header fade-in">
<span class="section-number">02</span>
<h2>// About</h2>
</div>
<div class="section-content">
<div class="content-grid">
<div class="content-main fade-in-left">
<p class="large-text">
PentestGPT harnesses the domain knowledge of large language models
to automate penetration testing—a task that has traditionally
required extensive human expertise.
</p>
<p>
Our framework features three self-interacting modules: reasoning,
generation, and parsing. Together, they maintain testing context
and execute complex attack chains autonomously.
</p>
</div>
<div class="content-aside fade-in-right">
<div class="code-block">
<div class="code-header">
<span class="code-dot"></span>
<span class="code-dot"></span>
<span class="code-dot"></span>
<span class="code-title">architecture.ts</span>
</div>
<pre class="code-content"><span class="kw">export const</span> modules = {
reasoning: <span class="str">"strategic planning"</span>,
generation: <span class="str">"command execution"</span>,
parsing: <span class="str">"output analysis"</span>
}
<span class="kw">async function</span> <span class="fn">pentest</span>(target) {
<span class="kw">const</span> context = <span class="kw">await</span> init(target)
<span class="kw">while</span> (!context.complete) {
<span class="kw">await</span> modules.reasoning.plan()
<span class="kw">await</span> modules.generation.execute()
<span class="kw">await</span> modules.parsing.analyze()
}
}</pre>
</div>
</div>
</div>
</div>
</section>
<div class="divider"></div>
<section class="section">
<div class="section-header fade-in">
<span class="section-number">03</span>
<h2>// Agentic v1.0</h2>
</div>
<div class="section-content">
<div class="content-main fade-in" style="max-width: 800px;">
<p class="large-text">
The latest release transforms PentestGPT from an interactive assistant
into a fully autonomous penetration testing agent.
</p>
<p style="margin-bottom: 32px;">
Unlike the legacy version that required manual input at each step,
the new agentic pipeline operates end-to-end—from initial reconnaissance
to flag capture—with minimal human intervention.
</p>
</div>
<div class="capabilities-grid fade-in" style="grid-template-columns: repeat(3, 1fr);">
<div class="capability scale-in stagger-1">
<div class="capability-icon"><pre>┌─────┐
│ ◈◈◈ │
│ ─►─ │
│ ◈◈◈ │
└─────┘</pre></div>
<h3>Autonomous Agent</h3>
<p>Agentic pipeline that plans, executes, and adapts without step-by-step guidance.</p>
</div>
<div class="capability scale-in stagger-2">
<div class="capability-icon"><pre>┌─────┐
│ ▣▣▣ │
│ ┌─┐ │
│ └─┘ │
└─────┘</pre></div>
<h3>Docker-First</h3>
<p>Isolated environment with 20+ security tools pre-installed and ready to use.</p>
</div>
<div class="capability scale-in stagger-3">
<div class="capability-icon"><pre>┌─────┐
│ ◀▶ │
│ ─── │
│ ═══ │
└─────┘</pre></div>
<h3>Session Persistence</h3>
<p>Save and resume testing sessions—pick up exactly where you left off.</p>
</div>
</div>
<div class="code-block fade-in" style="max-width: 800px; margin-top: 40px;">
<div class="code-header">
<span class="code-dot"></span>
<span class="code-dot"></span>
<span class="code-dot"></span>
<span class="code-title">quickstart.sh</span>
</div>
<pre class="code-content"><span class="fg-dim"># Clone and build</span>
git clone --recurse-submodules https://github.com/GreyDGL/PentestGPT.git
cd PentestGPT && make install
<span class="fg-dim"># Configure and connect</span>
make config && make connect
<span class="fg-dim"># Start autonomous testing</span>
pentestgpt --target 10.10.11.234</pre>
</div>
</div>
</section>
<div class="divider"></div>
<section class="section">
<div class="section-header fade-in">
<span class="section-number">04</span>
<h2>// Capabilities</h2>
</div>
<div class="section-content">
<div class="capabilities-grid">
<div class="capability scale-in stagger-1">
<div class="capability-icon"><pre>┌─────┐
│ ◉◉◉ │
│ ─── │
│ === │
└─────┘</pre></div>
<h3>Reconnaissance</h3>
<p>Automated target discovery, port scanning, and service enumeration with intelligent prioritization.</p>
</div>
<div class="capability scale-in stagger-2">
<div class="capability-icon"><pre>┌─────┐
│ !!! │
│ ███ │
│ ░░░ │
└─────┘</pre></div>
<h3>Vuln Analysis</h3>
<p>AI-powered identification and assessment of security vulnerabilities across multiple attack surfaces.</p>
</div>
<div class="capability scale-in stagger-3">
<div class="capability-icon"><pre>┌─────┐
│ >>_ │
│ $:~ │
│ #── │
└─────┘</pre></div>
<h3>Exploitation</h3>
<p>Context-aware exploit selection with intelligent payload generation and execution strategies.</p>
</div>
<div class="capability scale-in stagger-4">
<div class="capability-icon"><pre>┌─────┐
│ ↑↑↑ │
│root │
│ ═══ │
└─────┘</pre></div>
<h3>Post-Exploit</h3>
<p>Privilege escalation, lateral movement, and comprehensive system access techniques.</p>
</div>
</div>
</div>
</section>
<div class="divider"></div>
<section class="section">
<div class="section-header fade-in">
<span class="section-number">05</span>
<h2>// Results</h2>
</div>
<div class="section-content">
<div class="results-table fade-in">
<div class="table-row table-header">
<span>Model</span>
<span>Task Completion</span>
<span>Improvement</span>
</div>
<div class="table-row">
<span>GPT-3.5 (baseline)</span>
<span>35%</span>
<span class="dim">—</span>
</div>
<div class="table-row">
<span>GPT-4</span>
<span>47%</span>
<span>+34.3%</span>
</div>
<div class="table-row highlight">
<span>PentestGPT</span>
<span>80%</span>
<span class="accent">+228.6%</span>
</div>
</div>
<p class="results-note fade-in">
Evaluated on real-world penetration testing targets including
HackTheBox machines and CTF challenges across varying difficulty levels.
</p>
</div>
</section>
<div class="divider"></div>
<section class="cta fade-in">
<pre class="cta-ascii">
┌──────────────────────────────────────┐
│ │
│ $ pentestgpt --init │
│ [+] Loading modules... │
│ [+] Ready for autonomous testing │
│ │
└──────────────────────────────────────┘</pre>
<h2>Get Started</h2>
<p>Open source and available now.</p>
<a href="https://github.com/GreyDGL/PentestGPT" class="btn btn-primary" target="_blank">
git clone <span class="arrow">→</span>
</a>
</section>
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