Summary: This article discusses Prompt Fuzzer, an open-source tool that evaluates the security of GenAI applications’ system prompts against dynamic LLM-based threats.
Threat Actor: N/A
Victim: N/A
Key Points:
- Prompt Fuzzer is an open-source tool that simulates over a dozen types of GenAI attacks to evaluate the security of system prompts.
- The tool automatically tailors the attacks based on the specific topic or industry relevant to the GenAI app and provides a user-friendly interface for users to improve their system prompts’ security.
- Prompt Fuzzer supports 20 LLM providers and will continue to add new attacks to keep up with the evolving GenAI risks.
- The tool is available for free on GitHub, but users should note that it consumes tokens.
Prompt Fuzzer is an open-source tool that evaluates the security of your GenAI application’s system prompt against dynamic LLM-based threats.
Prompt Fuzzer features
- Simulation of over a dozen types of GenAI attacks
- The tool contextualizes itself automatically based on the system prompt to tailor the attacks to the specific topic or industry relevant to the GenAI app
- It’s interactive and user-friendly
- Users can repeat the process as many times as needed to harden their system prompts and will see how their security score increases as their system prompt becomes safer and more resilient.
- Prompt Fuzzer supports 20 LLM providers
Future plans and download
“We’ll keep adding new attacks on an ongoing basis to keep up with the pace of GenAI risks, and we plan more integrations,” Vitaly Neyman, Chief Architect at Prompt Security, told Help Net Security.
Prompt Fuzzer is available for free on GitHub. Please note that using Prompt Fuzzer will lead to the consumption of tokens.
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Source: https://www.helpnetsecurity.com/2024/04/29/prompt-fuzzer-open-source-genai-applications-security/
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