用于 LLM Agents 的开源评估与测试库

ai-red-team 开源项目推荐(96 个)
ai-red-team 话题在 GitHub 上没有填写简介,这里按 Star 数汇总最相关的热门仓库。
热门项目 前 20
按 Star 数排序展示前 20 个 · GitHub 共 96 个仓库微软开源 AI 红队测试工具包。通过自动扫描、自适应多轮攻击和 Web UI 测试生成式 AI 系统。
AI Red Teaming playground labs to run AI Red Teaming trainings including infrastructure.
Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪
A powerful tool for automated LLM fuzzing. It is designed to help developers and security researchers identify and mitigate potential jailbreaks in their LLM APIs.
An offensive/defense security toolset for discovery, recon and ethical assessment of AI Agents
Open-source autonomous AI penetration testing. 50 specialist agents across web, API, cloud, Active Directory, Kubernetes, CI/CD and AI/LLM (OWASP LLM Top 10). Runs on a local LLM behind a Privacy Gateway. Integrates with GitHub, GitLab, Jenkins, VS Code, JetBrains, n8n, Grafana & Splunk.
A comprehensive guide to adversarial testing and security evaluation of AI systems, helping organizations identify vulnerabilities before attackers exploit them.
LLM | Agentic | Security | Operations in one github repo with good links and pictures.
An open source plugin for enabeling claude to gain offensive pentesting capabilities
A professional AI security range for red teaming, vulnerability research, defensive validation, and hands-on AI/ML security training.
The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.
Free, open tools to learn how AI apps get attacked, test a guard on your own data and check what a security test result can prove. EN/RU academy, Guard Lab, eval-bounds. Live protection: spectorn.ai
AspGoat is an intentionally vulnerable ASP.NET Core application for learning and practicing web application security.
A structured, versioned archive of adversarial prompt engineering techniques against Large Language Models — for AI safety research, red-teaming, and defensive hardening.
Open-Source autonomous security operations and red teaming agent built to help defenders investigate threats, analyze vulnerabilities, assess indicators of compromise, generate hardening guidance, and execute security research through an auditable agent workflow.
LMAP (large language model mapper) is like NMAP for LLM, is an LLM Vulnerability Scanner and Zero-day Vulnerability Fuzzer.
Single-user OpenRÆ backend for creating sandboxes, cyber ranges, digital twins, and other environments.
🎯 hexstrike-ai-pc-desktop-download 🎯
Toolkit for AI whitehats, internal red teams, llm bug bounty hunters and mlops - Adversarial testing for AI, LLMs, and Agents.
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序,每次展示前 20 个项目;原始页面见 https://github.com/topics/ai-red-team。
- 该话题在 GitHub 上共有 96 个仓库, 本站收录的是其中最热门的 20 个,不是全量列表。
- Star / Fork 每日自动刷新一次,实时数据以 GitHub 为准。
- 当前 20 个项目累计 2.1 万 Star,覆盖 6 种主要语言,数据更新于 2026-11-07。
- 中文介绍来自 GitHub 官方话题说明(github/explore)的机器翻译,可点「查看原文」对照;译文缺失时会先展示原文。