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ai-powered-pentesting

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Original

English
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Translation

Chinese

AI-Powered Pentesting & Red Teaming

AI驱动的渗透测试与红队行动

Scope

适用范围

Use this skill when working on:
  • AI/LLM-powered penetration testing tools
  • Autonomous security agents
  • AI red teaming frameworks
  • MCP (Model Context Protocol) security tools
  • AI-assisted vulnerability discovery
当你开展以下工作时可使用本指南：
  • AI/LLM驱动的渗透测试工具
  • 自主安全Agent
  • AI红队框架
  • MCP（模型上下文协议）安全工具
  • AI辅助漏洞发现

AI Pentesting Tool Categories

AI渗透测试工具分类

LLM-Powered Pentesting Agents

LLM驱动的渗透测试Agent

  • PentestGPT - GPT-4 powered pentesting
  • HackingBuddyGPT - Autonomous red teaming
  • AI-OPS - AI assistant for pentesting
  • BugTrace-AI - Automated web pentesting
  • PentestGPT - 基于GPT-4的渗透测试工具
  • HackingBuddyGPT - 自主红队行动工具
  • AI-OPS - 面向渗透测试的AI助手
  • BugTrace-AI - 自动化Web渗透测试工具

AI Red Teaming Frameworks

AI红队框架

  • Counterfit (Microsoft) - ML model attacks
  • PyRIT (Microsoft) - GenAI red teaming
  • PurpleLlama (Meta) - LLM safety tools
  • Garak (NVIDIA) - LLM vulnerability scanner
  • Counterfit（微软） - ML模型攻击工具
  • PyRIT（微软） - 生成式AI红队测试工具
  • PurpleLlama（Meta） - LLM安全工具
  • Garak（NVIDIA） - LLM漏洞扫描器

AI Security MCP Tools

AI安全MCP工具

  • HexStrike AI - 150+ cybersecurity tools via MCP
  • MCP Safety Scanner - MCP security testing
  • Pentest MCP - Pentesting via MCP
  • HexStrike AI - 通过MCP提供150+款网络安全工具
  • MCP Safety Scanner - MCP安全测试工具
  • Pentest MCP - 基于MCP的渗透测试工具

AI-Assisted Analysis

AI辅助分析

  • GhidraGPT - GPT for reverse engineering
  • GhidrAssist - LLM extension for Ghidra
  • WinDbg Copilot - AI debugging extension
  • BurpGPT - AI vulnerability scanning
  • GhidraGPT - 面向逆向工程的GPT工具
  • GhidrAssist - Ghidra的LLM扩展插件
  • WinDbg Copilot - AI调试扩展
  • BurpGPT - AI漏洞扫描工具

Use Cases

用例

Offensive

攻击侧

  • Automated reconnaissance with AI analysis
  • AI-powered vulnerability discovery
  • Autonomous exploitation attempts
  • Social engineering with LLMs
  • AI password cracking
  • 结合AI分析的自动化侦察
  • AI驱动的漏洞发现
  • 自主漏洞利用尝试
  • 基于LLM的社会工程学攻击
  • AI密码破解

Defensive

防御侧

  • AI-powered threat detection
  • Automated security scanning
  • Intelligent log analysis
  • AI-assisted incident response
  • AI驱动的威胁检测
  • 自动化安全扫描
  • 智能日志分析
  • AI辅助事件响应

Where to Add Links in README

README链接添加位置

  • AI pentesting tools: 
    AI Pentesting & Red Teaming → AI-Powered Pentesting
  • Red teaming frameworks: 
    AI Pentesting & Red Teaming → AI Red Teaming Tools
  • MCP security tools: 
    AI Pentesting & Red Teaming → AI Security MCP Tools
  • AI RE/debugging tools: 
    AI Security Tools & Frameworks → AI Reverse Engineering
  • AI vulnerability scanners: 
    AI Security Tools & Frameworks → AI Vulnerability Detection
  • AI CVE analysis: 
    AI Security Tools & Frameworks → AI CVE Analysis
  • AI渗透测试工具：
    AI Pentesting & Red Teaming → AI-Powered Pentesting
  • 红队框架：
    AI Pentesting & Red Teaming → AI Red Teaming Tools
  • MCP安全工具：
    AI Pentesting & Red Teaming → AI Security MCP Tools
  • AI逆向工程/调试工具：
    AI Security Tools & Frameworks → AI Reverse Engineering
  • AI漏洞扫描器：
    AI Security Tools & Frameworks → AI Vulnerability Detection
  • AI CVE分析：
    AI Security Tools & Frameworks → AI CVE Analysis

Quality Bar

质量标准

  • Tool must use AI/ML (not just automation)
  • Prefer tools with active maintenance
  • Include only canonical repos
  • 工具必须使用AI/ML技术（不只是普通自动化工具）
  • 优先选择仍在活跃维护的工具
  • 仅收录官方规范仓库

Notes

注意事项

Keep additions:
  • AI-powered (not traditional tools)
  • Non-duplicated URLs
  • Minimal structural changes
新增内容需满足：
  • 由AI驱动（非传统工具）
  • URL无重复
  • 尽量减少结构改动

Data Source

数据来源

For detailed and up-to-date resources, fetch the complete list from:
https://raw.githubusercontent.com/gmh5225/awesome-ai-security/refs/heads/main/README.md
Use this URL to get the latest curated links when you need specific tools, papers, or resources not covered in this skill.
如需获取详细的最新资源，可从以下地址获取完整列表：
https://raw.githubusercontent.com/gmh5225/awesome-ai-security/refs/heads/main/README.md
如果需要本指南未涵盖的特定工具、论文或资源，可通过该URL获取最新的精选链接。