garak: LLM Vulnerability Scanner

Description

garak is an open-source tool specifically developed to scan for vulnerabilities in large language models (LLMs). It provides a comprehensive suite of plugins and thousands of prompts aimed at evaluating the security of these models. The tool is designed to elevate the security standards of LLMs, making it an essential resource for developers and researchers in the AI field.

Supported by NVIDIA and the broader community, garak is continuously updated to address emerging security challenges. Its open-source nature ensures that it remains accessible to a wide range of users, from individual developers to large organizations. The tool is user-friendly, particularly on the command line, and is backed by extensive documentation, including a user guide and reference docs.

garak is recognized as an industry standard for LLM security testing, frequently recommended in independent articles. It has been instrumental in the development of successful products by various companies. The active community on Discord and responsive GitHub issue tracking further enhance its utility, providing users with robust support and collaboration opportunities.

While garak is backed by NVIDIA, it remains a research-led project without a dedicated homepage on NVIDIA's site. The tool's content is available under the Apache 2.0 License, ensuring that it can be freely used and modified by the community.

garak: LLM Vulnerability Scanner's Core Features

• Open-source vulnerability scanner

• Thousands of security testing prompts

• Dozens of plugins for extensibility

• Command-line friendly interface

• Active community support on Discord

• Regular updates by NVIDIA and community

• Comprehensive user guide and reference docs

• Industry-standard tool for LLM security

How to use garak: LLM Vulnerability Scanner?

1. 1

   Install: download and set up garak

2. 2

   Configure: set up plugins and prompts

3. 3

   Use: run security assessments on LLMs

4. 4

   Optimize: update and customize for specific needs

garak: LLM Vulnerability Scanner's Use Cases

• LLM Security Testing
• Open-source Development
• Community Collaboration
• Research Projects
• Product Development

FAQ from garak: LLM Vulnerability Scanner

• What is garak used for?

  garak is used for scanning and assessing vulnerabilities in large language models to ensure their security.

• Is garak open-source?

  Yes, garak is open-source and available under the Apache 2.0 License.

• Who supports garak?

  garak is supported by NVIDIA and the community, with regular updates and active development.

• How can I get support for garak?

  Support is available through the garak Discord community and GitHub issue tracking.

• What makes garak an industry standard?

  garak is widely recommended in independent articles and used by many companies for LLM security testing.

• Does garak have a user guide?

  Yes, garak provides a comprehensive user guide and reference documentation.

• Can I contribute to garak?

  Yes, as an open-source project, contributions from the community are welcome.

• What platforms does garak support?

  garak is designed to be command-line friendly and can be used on various platforms supporting command-line interfaces.