ModelRed

ModelRed provides continuous security testing for your large language models and other generative applications. This platform helps identify and mitigate potential risks like prompt injections, data leaks, and unauthorized circumvention of safety measures before they impact production environments. Key features include: • Extensive security probe execution • Detection of prompt injections and data leakage • Vulnerability scoring (0-10) • CI/CD pipeline integration for deployment blocking The service allows for running thousands of diverse attack probes against your application's endpoints. It offers a clear, actionable security score, enabling development teams to quickly assess and improve their application's resilience. Integration with continuous integration and continuous deployment pipelines ensures that insecure applications do not reach users, maintaining a high standard of operational security. Furthermore, ModelRed includes access to a marketplace of attack vectors, contributed by a community of security researchers. This ensures that the testing methodologies remain cutting-edge and comprehensive against evolving threats. It supports major cloud providers and custom endpoints, along with a Python software development kit for flexible integration. Developers and security teams can use ModelRed to proactively secure their systems, moving beyond assumptions to verified robustness.