Prompt Fuzzer
The Prompt Fuzzer is an open-source tool designed to help developers secure their Generative AI (GenAI) applications by testing and hardening system prompts against various attacks. Developed by Prompt Security, it provides a comprehensive platform for evaluating the security of AI applications.
Key Features:
- Dynamic Testing: Adapts tests based on the unique configuration and domain of your application.
- Multiple Attack Simulations: Supports 15 different attack types, including Jailbreak and Prompt Injection.
- Interactive and Batch Modes: Offers both interactive testing and unattended batch mode for flexibility.
- Support for Multiple LLM Providers: Compatible with 16 different LLM providers.
- Google Colab Integration: Allows users to refine and harden prompts in a collaborative environment.
Benefits:
- Strengthen Security: Identify vulnerabilities in your system prompts and enhance their resilience against attacks.
- Community Contribution: Encourages developers to contribute new tests and attack types, fostering a collaborative security environment.
- User-Friendly: Easy installation and usage with clear documentation and examples.
Highlights:
- Installation: Simple installation via pip (
pip install prompt-security-fuzzer). - Usage Examples: Provides various command-line options and examples for quick start.
- Roadmap: Continuous improvement with plans for enhanced reporting capabilities and new attack types.