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promptmap

Free

a security scanner for custom LLM applications

CybersecurityFreeFree tier
Inputs: textOutputs: text
Starting Price
Free
Type
Open Source
GitHub (1.2k stars)

About promptmap

Promptmap is an open-source security scanner designed specifically for custom large language model (LLM) applications. It helps developers and security professionals identify vulnerabilities in their LLM-based systems by simulating prompt injection attacks. The tool is available on GitHub and is intended to be integrated into development workflows to test the robustness of LLM applications against malicious inputs.

Key Features

Open-source security scanner for custom LLM applications
Simulates prompt injection attacks to identify vulnerabilities
Available as a command-line tool via GitHub
Designed to be integrated into development and testing pipelines
Focuses on detecting weaknesses in LLM input handling

Pros & Cons

Pros
  • Free and open-source, with source code available on GitHub
  • Specifically tailored for LLM application security testing
  • Helps identify prompt injection vulnerabilities early in development
  • Can be automated as part of a security testing workflow
Cons
  • Requires technical expertise to set up and interpret results
  • Limited to prompt injection detection; does not cover other LLM security issues
  • Effectiveness depends on the quality and coverage of its attack simulations
  • May produce false positives or miss novel attack patterns
  • No graphical interface; command-line only

Best For

Security auditing of custom LLM applications before deploymentTesting the resilience of LLM-based chatbots against prompt injectionIntegrating automated security scanning into CI/CD pipelines for LLM projectsEducational purposes to understand prompt injection attack vectorsAssisting developers in hardening their LLM applications against adversarial inputs

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FAQ

What is promptmap?
Promptmap is an open-source security scanner that tests custom LLM applications for vulnerabilities to prompt injection attacks.
Is promptmap free to use?
Yes, promptmap is free and open-source, available on GitHub under an open-source license.
How does promptmap work?
Based on available information, promptmap simulates prompt injection attacks against a target LLM application to identify potential security weaknesses.
Do I need to install anything to use promptmap?
Yes, promptmap is a command-line tool that requires installation from its GitHub repository. Specific installation instructions should be found in the repository's documentation.
Can promptmap be integrated into automated testing pipelines?
As a command-line tool, promptmap appears suitable for integration into CI/CD pipelines, but exact integration steps should be verified in the project documentation.
What types of attacks does promptmap simulate?
Promptmap focuses on prompt injection attacks, but the full range of simulated attacks should be confirmed in the project's documentation.