Introducing Augustus: Praetorian's Open-Source LLM Vulnerability Scanner
In February 2026, Praetorian released Augustus, an open-source vulnerability scanner designed to test Large Language Models (LLMs) against a comprehensive suite of adversarial attacks. Augustus automates over 210 distinct attack vectors, including prompt injections and jailbreaks, across 28 LLM providers. This tool addresses the growing need for robust security testing as enterprises rapidly integrate generative AI into their products. By providing a portable, single-binary solution, Augustus facilitates seamless integration into continuous integration/continuous deployment (CI/CD) pipelines, enabling security teams to identify and mitigate vulnerabilities efficiently. The release of Augustus underscores the escalating threats targeting LLMs, as adversaries increasingly exploit these models for malicious purposes. The tool's comprehensive testing capabilities highlight the necessity for organizations to proactively assess and fortify their AI systems against evolving attack methodologies.
Kill Chain
