Agentic Security

Agentic Security is an open-source AI red teaming toolkit designed to proactively identify vulnerabilities in applications leveraging Large Language Models (LLMs). This tool employs an agentic approach, utilizing HTTP specifications and dynamic prompt mutation to simulate real-world attack vectors across multiple modalities, including text, image, and audio. It integrates seamlessly with CI/CD pipelines through GitHub Actions, providing continuous security monitoring. It allows users to customize the attack dataset and provides detailed reports to aid in vulnerability analysis and mitigation.

Targeted towards security professionals, developers, and AI practitioners, Agentic Security offers a flexible and customizable approach to securing AI-driven applications. This tool allows users to implement custom datasets, and loaders to facilitate tailored security testing, and it offers a practical solution for continuously testing and improving LLM application security in dynamic environments.