Overview
Severity: MEDIUM | Affected: OWASP | Category: tool
The Open Web Application Security Project (OWASP) has officially released GARNET (Generative Adversarial Red-teaming Network), a new open-source framework designed to automate and standardize the security testing of applications built on large language models. GARNET provides a comprehensive suite of tools for identifying vulnerabilities such as prompt injection, data leakage, insecure output handling, and model denial-of-service. The framework includes a library of pre-built attack payloads, a configurable testing engine, and detailed reporting capabilities that map findings to the OWASP Top 10 for LLM Applications. The project aims to empower developers and security professionals to proactively secure their AI-powered systems before deployment. Community contributions are encouraged, and the GARNET team plans to continuously update the tool with the latest attack techniques discovered by the research community, making it a crucial resource for building more robust AI defenses.