Prompt Fuzzer:
AI Apps Vulnerability Assessment
Test and harden the system prompt of your AI apps with Prompt Fuzzer!
This fuzzing tool empowers developers of AI applications to evaluate and enhance the resilience and safety of their system prompts through advanced software testing techniques. By applying fuzz testing methodologies to prompt engineering, this interactive tool makes your AI apps safer and more secure against potential vulnerabilities.
How does the Prompt Fuzzer work?
Get the Prompt Fuzzer from GitHub
This open-source fuzzer is designed specifically for AI applications. Once you start testing your system prompt, the tool functions as a fuzzing engine that generates diverse test case scenarios.
Start testing your system prompt
The fuzzing process employs various dynamic LLM-based attacks, similar to how penetration testing exposes weaknesses in traditional software. Our mutation-based fuzzer creates variations of malicious prompts, serving as the fuzz target for your AI system.
Test yourself with the Playground!
Iterate the settings in a chat format - each iteration represents a new fuzzing campaign where you can harden your system prompt. This approach combines the efficiency of smart fuzzers with the thoroughness needed for quality assurance in AI applications.
Take a quick glance
Check it out on GitHub
Check it out on GitHub - join the community using these advanced fuzzing tools for AI security. Unlike traditional symbolic execution methods that analyze code paths, our tool focuses on the unique challenges of prompt-based systems and their target program interactions.
As easy as 1, 2, 3. Get the Prompt Fuzzer today and start securing your AI apps