HouYi: Automated Prompt Injection Framework
HouYi is an innovative framework designed to perform automated prompt injections on LLM-integrated applications. This tool enables researchers and developers to identify vulnerabilities in AI applications by simulating prompt injections. Here are some key features and benefits:
Key Features:
- Automated Attacks: Quickly perform prompt injection attacks without extensive manual setup.
- Customizable Harnesses: Users can create their own harnesses tailored to specific LLM applications.
- Demonstrated Examples: Includes demo scripts to illustrate how to use the framework effectively.
- Research Tool: A perfect companion for academic research on security vulnerabilities in AI systems.
- Open Source: Available on GitHub with detailed documentation for easy integration and usage.
Benefits:
- Enhanced Security: Helps in identifying and mitigating potential exploitation vectors in LLM systems.
- Ease of Use: Designed for researchers with varying levels of experience, offering straightforward setup instructions.
- Community Support: As part of the open-source ecosystem, it benefits from community contributions and ongoing improvements.
Highlights:
- Projects under the LLMSecurity organization demonstrate a commitment to advancing AI safety and security practices. Use this tool to enhance your LLM applications against prompt injection attacks!
