mirror of
https://github.com/FuzzingLabs/fuzzforge_ai.git
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227 lines
7.6 KiB
Markdown
227 lines
7.6 KiB
Markdown
<p align="center">
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<img src="docs/static/img/fuzzforge_banner_github.png" alt="FuzzForge Banner" width="100%">
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</p>
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<h1 align="center">🚧 FuzzForge is under active development</h1>
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<p align="center"><strong>AI-powered workflow automation and AI Agents for AppSec, Fuzzing & Offensive Security</strong></p>
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<p align="center">
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<a href="https://discord.gg/8XEX33UUwZ/"><img src="https://img.shields.io/discord/1420767905255133267?logo=discord&label=Discord" alt="Discord"></a>
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<a href="LICENSE"><img src="https://img.shields.io/badge/license-BSL%20%2B%20Apache-orange" alt="License: BSL + Apache"></a>
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<a href="https://www.python.org/downloads/"><img src="https://img.shields.io/badge/python-3.11%2B-blue" alt="Python 3.11+"/></a>
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<a href="https://fuzzforge.ai"><img src="https://img.shields.io/badge/Website-fuzzforge.ai-blue" alt="Website"/></a>
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<img src="https://img.shields.io/badge/version-0.7.0-green" alt="Version">
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<a href="https://github.com/FuzzingLabs/fuzzforge_ai/stargazers"><img src="https://img.shields.io/github/stars/FuzzingLabs/fuzzforge_ai?style=social" alt="GitHub Stars"></a>
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</p>
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<p align="center">
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<sub>
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<a href="#-overview"><b>Overview</b></a>
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• <a href="#-key-features"><b>Features</b></a>
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• <a href="#-installation"><b>Installation</b></a>
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• <a href="#-quickstart"><b>Quickstart</b></a>
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• <a href="#ai-powered-workflow-execution"><b>AI Demo</b></a>
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• <a href="#-contributing"><b>Contributing</b></a>
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• <a href="#%EF%B8%8F-roadmap"><b>Roadmap</b></a>
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</sub>
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</p>
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---
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## 🚀 Overview
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**FuzzForge** helps security researchers and engineers automate **application security** and **offensive security** workflows with the power of AI and fuzzing frameworks.
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- Orchestrate static & dynamic analysis
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- Automate vulnerability research
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- Scale AppSec testing with AI agents
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- Build, share & reuse workflows across teams
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FuzzForge is **open source**, built to empower security teams, researchers, and the community.
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> 🚧 FuzzForge is under active development. Expect breaking changes.
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>
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> **Note:** Fuzzing workflows (`atheris_fuzzing`, `cargo_fuzzing`, `ossfuzz_campaign`) are in early development. OSS-Fuzz integration is under heavy active development. For stable workflows, use: `security_assessment`, `gitleaks_detection`, `trufflehog_detection`, or `llm_secret_detection`.
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---
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## Demo - Manual Workflow Setup
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_Setting up and running security workflows through the interface_
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👉 More installation options in the [Documentation](https://docs.fuzzforge.ai).
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---
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## ✨ Key Features
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- 🤖 **AI Agents for Security** – Specialized agents for AppSec, reversing, and fuzzing
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- 🛠 **Workflow Automation** – Define & execute AppSec workflows as code
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- 📈 **Vulnerability Research at Scale** – Rediscover 1-days & find 0-days with automation
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- 🔗 **Fuzzer Integration** – Atheris (Python), cargo-fuzz (Rust), OSS-Fuzz campaigns
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- 🌐 **Community Marketplace** – Share workflows, corpora, PoCs, and modules
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- 🔒 **Enterprise Ready** – Team/Corp cloud tiers for scaling offensive security
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---
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## ⭐ Support the Project
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<a href="https://github.com/FuzzingLabs/fuzzforge_ai/stargazers">
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<img src="https://img.shields.io/github/stars/FuzzingLabs/fuzzforge_ai?style=social" alt="GitHub Stars">
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</a>
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If you find FuzzForge useful, please star the repo to support development 🚀
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---
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## 🔍 Secret Detection Benchmarks
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FuzzForge includes three secret detection workflows benchmarked on a controlled dataset of **32 documented secrets** (12 Easy, 10 Medium, 10 Hard):
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| Tool | Recall | Secrets Found | Speed |
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|------|--------|---------------|-------|
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| **LLM (gpt-5-mini)** | **84.4%** | 41 | 618s |
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| **LLM (gpt-4o-mini)** | 56.2% | 30 | 297s |
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| **Gitleaks** | 37.5% | 12 | 5s |
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| **TruffleHog** | 0.0% | 1 | 5s |
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📊 [Full benchmark results and analysis](backend/benchmarks/by_category/secret_detection/results/comparison_report.md)
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The LLM-based detector excels at finding obfuscated and hidden secrets through semantic analysis, while pattern-based tools (Gitleaks) offer speed for standard secret formats.
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---
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## 📦 Installation
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### Requirements
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**Python 3.11+**
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Python 3.11 or higher is required.
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**uv Package Manager**
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```bash
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curl -LsSf https://astral.sh/uv/install.sh | sh
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```
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**Docker**
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For containerized workflows, see the [Docker Installation Guide](https://docs.docker.com/get-docker/).
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#### Configure AI Agent API Keys (Optional)
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For AI-powered workflows, configure your LLM API keys:
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```bash
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cp volumes/env/.env.example volumes/env/.env
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# Edit volumes/env/.env and add your API keys (OpenAI, Anthropic, Google, etc.)
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```
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This is required for:
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- `llm_secret_detection` workflow
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- AI agent features (`ff ai agent`)
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Basic security workflows (gitleaks, trufflehog, security_assessment) work without this configuration.
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### CLI Installation
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After installing the requirements, install the FuzzForge CLI:
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```bash
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# Clone the repository
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git clone https://github.com/fuzzinglabs/fuzzforge_ai.git
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cd fuzzforge_ai
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# Install CLI with uv (from the root directory)
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uv tool install --python python3.12 .
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```
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---
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## ⚡ Quickstart
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Run your first workflow with **Temporal orchestration** and **automatic file upload**:
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```bash
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# 1. Clone the repo
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git clone https://github.com/fuzzinglabs/fuzzforge_ai.git
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cd fuzzforge_ai
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# 2. Copy the default LLM env config
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cp volumes/env/.env.example volumes/env/.env
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# 3. Start FuzzForge with Temporal
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docker compose up -d
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```
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> The first launch can take 2-3 minutes for services to initialize ☕
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```bash
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# 3. Run your first workflow (files are automatically uploaded)
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cd test_projects/vulnerable_app/
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fuzzforge init # Initialize FuzzForge project
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ff workflow run security_assessment . # Start workflow - CLI uploads files automatically!
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# The CLI will:
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# - Detect the local directory
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# - Create a compressed tarball
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# - Upload to backend (via MinIO)
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# - Start the workflow on vertical worker
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```
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**What's running:**
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- **Temporal**: Workflow orchestration (UI at http://localhost:8233)
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- **MinIO**: File storage for targets (Console at http://localhost:9001)
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- **Vertical Workers**: Pre-built workers with security toolchains
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- **Backend API**: FuzzForge REST API (http://localhost:8000)
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## AI-Powered Workflow Execution
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_AI agents automatically analyzing code and providing security insights_
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## 📚 Resources
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- 🌐 [Website](https://fuzzforge.ai)
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- 📖 [Documentation](https://docs.fuzzforge.ai)
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- 💬 [Community Discord](https://discord.gg/8XEX33UUwZ)
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- 🎓 [FuzzingLabs Academy](https://academy.fuzzinglabs.com/?coupon=GITHUB_FUZZFORGE)
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---
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## 🤝 Contributing
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We welcome contributions from the community!
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There are many ways to help:
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- Report bugs by opening an [issue](../../issues)
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- Suggest new features or improvements
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- Submit pull requests with fixes or enhancements
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- Share workflows, corpora, or modules with the community
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See our [Contributing Guide](CONTRIBUTING.md) for details.
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---
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## 🗺️ Roadmap
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Planned features and improvements:
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- 📦 Public workflow & module marketplace
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- 🤖 New specialized AI agents (Rust, Go, Android, Automotive)
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- 🔗 Expanded fuzzer integrations (LibFuzzer, Jazzer, more network fuzzers)
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- ☁️ Multi-tenant SaaS platform with team collaboration
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- 📊 Advanced reporting & analytics
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👉 Follow updates in the [GitHub issues](../../issues) and [Discord](https://discord.gg/8XEX33UUwZ)
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---
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## 📜 License
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FuzzForge is released under the **Business Source License (BSL) 1.1**, with an automatic fallback to **Apache 2.0** after 4 years.
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See [LICENSE](LICENSE) and [LICENSE-APACHE](LICENSE-APACHE) for details.
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