HouYi

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!