Skip to content

🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠 LLMFuzzer is the first open-source fuzzing framework specifically designed for Large Language Models (LLMs), especially for their integrations in applications via LLM APIs. πŸš€πŸ’₯

License

Notifications You must be signed in to change notification settings

guyschlider/LLMFuzzer

Β 
Β 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

Β 

History

20 Commits
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 
Β 

Repository files navigation

🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠

LLMFuzzer-shell

Version License Stars Forks Issues

forthebadge forthebadge forthebadge

LLMFuzzer is the first open-source fuzzing framework specifically designed for Large Language Models (LLMs), especially for their integrations in applications via LLM APIs. πŸš€πŸ’₯

🎯 Who is this for?

If you're a security enthusiast, a pentester, or a cybersec researcher who loves to find and exploit vulnerabilities in AI systems, LLMFuzzer is the perfect tool for you. It's built to make your testing process streamlined and efficient. πŸ•΅οΈβ€β™€οΈ

Untitled

🌟 Features

  • Robust fuzzing for LLMs πŸ§ͺ
  • LLM API integration testing πŸ› οΈ
  • Wide range of fuzzing strategies πŸŒ€
  • Modular architecture for easy extendability πŸ“š

πŸš€ Get Started

  1. Clone the repo
git clone https://github.com/mnns/LLMFuzzer.git
  1. Navigate to the project directory
cd LLMFuzzer
  1. Install dependencies
pip install -r requirements.txt
  1. Edit llmfuzzer.cfg with your LLM API endpoint (LLMFuzzer -> Your Application -> LLM)
Connection: 
  Type: HTTP-API
  Url: "http://localhost:3000/chat" # Your LLM API
  Content: JSON
  Query-Attribute: "query" # Your JSON query attribute
  Output-Attribute: "answer" # Your JSON response attribute
  Headers: {'enwiki_session': '17ab96bd8ffbe8ca58a78657a918558'} # Add HTTP Headers if needed 
  Cookie: {'enwiki_session': '17ab96bd8ffbe8ca58a78657a918558'} # Add Cookies if needed
  1. Run LLMFuzzer
python main.py

πŸ“š Documentation

We are working on full documentation. It will cover detailed information about the architecture, different fuzzing strategies, examples, and how to extend the tool.

🀝 Contributing

We welcome all contributors who are passionate about improving LLMFuzzer. See our contributing guidelines for ways to get started. πŸ€—

πŸ’Ό License

LLMFuzzer is licensed under the MIT License. See the LICENSE file for more details.

🎩 Acknowledgments

LLMFuzzer couldn't exist without the community. We appreciate all our contributors and supporters. Let's make AI safer together! πŸ’–

About

🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠 LLMFuzzer is the first open-source fuzzing framework specifically designed for Large Language Models (LLMs), especially for their integrations in applications via LLM APIs. πŸš€πŸ’₯

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%