finbot-ctf - CTF思路相关项目

项目说明

OWASP FinBot CTF

The Juice Shop for Agentic AI

License
Python 3.13+
OWASP GenAI

An intentionally agentic AI platform for learning, testing, and practicing Agentic AI security. Interact with real AI agents, exploit real , and learn to secure agentic systems.

> Try it now -- owasp-finbot-ctf.org
> No setup required. Start hacking AI agents in your browser.

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About

Hack the AI. Secure the Future.

As agentic AI systems move from demos to production, the attack surface is expanding faster than the security tooling. OWASP FinBot gi researchers, red teamers, and de building with AI agents a safe, realistic en to learn how these systems break.

OWASP FinBot is a multi-agent management platform, powered by LLMs with real tool access, that is intentionally . It simulates a fintech company where AI agents handle onboarding, fraud detection, invoice processing, payments, and communications autonomously.

Players interact with these AI agents through three portals (, Admin, and CTF) and attempt to exploit them through prompt injection, policy bypass, tool poisoning, data exfiltration, and remote code execution. The platform automatically detects successful exploits via an e pipeline. There are no static flags to copy-paste.

Every challenge is mapped to the OWASP Top 10 for LLM Applications (2025), the OWASP Top 10 for Agentic Applications, CWE, and MITRE ATLAS.

Features

Platform

Challenges

Gamification

Operations

Architecture

Quick Start

Play online

No setup required:

> owasp-finbot-ctf.org

Docker (quickest local setup)

Requires only Docker. Runs the app, Redis, and optionally PostgreSQL.

Platform runs at

Playwright support (optional)

To enable OG image rendering (share cards), build the full image with Playwright + Chromium:

Local de Docker)

Platform runs at

> An LLM API key (OpenAI or Ollama) is needed for AI agent challenges.
> Redis is needed for e challenge detection.
> Without them, you can still explore the UI and codebase.

Configuration

Key en (see .en for the full template):

| | Default | Description |
| ---------------- | ------------------------ | ---------------------------------- |
| DATABASE_TYPE | sqlite | sqlite or postgresql |
| OPENAI_API_KEY | - | Required for AI agent challenges |
| LLM_PROVIDER | openai | openai or ollama |
| REDIS_URL | redis://localhost:6379 | Event bus for CTF processing |
| SECRET_KEY | de | Change in production |
| EMAIL_PROVIDER | console | console (dev) or resend (prod) |
| DEBUG | true | Enables hot reload |

Project Structure

Tech Stack

| Layer | Technologies |
| --------- | ---------------------------------------- |
| Web | FastAPI, Jinja2, U |
| Data | SQLAlchemy, Alembic, SQLite / PostgreSQL |
| AI | OpenAI (Responses API), Ollama, FastMCP |
| Messaging | Redis Streams, WebSocket |
| Auth | Magic Link (Resend), HMAC sessions |
| Infra | Docker, uv |
| Other | Pydantic, Pillow, Playwright |

Contributing

Contributions are welcome, whether it's core dev, new challenges, detectors, bug fixes, or documentation.

Community

License

Apache License 2.0

Acknowledgments

OWASP FinBot CTF is part of the OWASP GenAI Security Project.

Creators

Project Leads

And all the amazing contributors who make this project possible.

项目信息

开发语言：Python

Star 数：89

技术要点

该项目属于CTF思路方向的开源资源，代码结构清晰，适合安全研究人员学习参考。项目围绕CTF思路相关项目展开，提供了可运行的实现，对理解相关安全机制、工具原理与攻防技术具有较高的研究价值。

从技术实现角度看，此类项目的核心在于对底层原理的深入理解与工程化落地。开发者在研究过程中可以结合官方文档与社区讨论，梳理项目的初始化流程、核心模块职责与数据流转，逐步掌握其中的技术细节与设计思路。

使用与学习建议

1. 下载源码压缩包，解压到本地环境。

2. 根据项目类型准备对应的运行环境与依赖。

3. 按照 README 中的步骤完成配置与部署。

4. 在隔离的测试环境中运行验证，避免影响生产系统。

免责声明

本资源来源于开源社区，仅供安全研究、技术学习与合法授权范围内的攻防演练使用，请勿用于任何非法或侵害他人权益的用途。使用本项目产生的一切后果由使用者自行承担。