diff --git a/README.md b/README.md index c9da6fb1..e7944664 100644 --- a/README.md +++ b/README.md @@ -1,44 +1,12 @@ # Python Risk Identification Tool for generative AI (PyRIT) -The Python Risk Identification Tool for generative AI (PyRIT) is an open -access automation framework to empower security professionals and ML -engineers to red team foundation models and their applications. +The Python Risk Identification Tool for generative AI (PyRIT) is an open source +framework built to empower security professionals and engineers to proactively +identify risks in generative AI systems. -## Introduction - -PyRIT is a library developed by the AI Red Team for researchers and engineers -to help them assess the robustness of their LLM endpoints against different -harm categories such as fabrication/ungrounded content (e.g., hallucination), -misuse (e.g., bias), and prohibited content (e.g., harassment). - -PyRIT automates AI Red Teaming tasks to allow operators to focus on more -complicated and time-consuming tasks and can also identify security harms such -as misuse (e.g., malware generation, jailbreaking), and privacy harms -(e.g., identity theft).​ - -The goal is to allow researchers to have a baseline of how well their model -and entire inference pipeline is doing against different harm categories and -to be able to compare that baseline to future iterations of their model. -This allows them to have empirical data on how well their model is doing -today, and detect any degradation of performance based on future improvements. - -Additionally, this tool allows researchers to iterate and improve their -mitigations against different harms. -For example, at Microsoft we are using this tool to iterate on different -versions of a product (and its metaprompt) so that we can more effectively -protect against prompt injection attacks. - -![PyRIT architecture](https://github.com/Azure/PyRIT/blob/main/assets/pyrit_architecture.png) - -## Where can I learn more? - -Microsoft Learn has a -[dedicated page on AI Red Teaming](https://learn.microsoft.com/en-us/security/ai-red-team). - -Check out our [docs](https://github.com/Azure/PyRIT/blob/main/doc/index.md) for more information -on how to [install PyRIT](https://github.com/Azure/PyRIT/blob/main/doc/setup/install_pyrit.md), -our [How to Guide](https://github.com/Azure/PyRIT/blob/main/doc/how_to_guide.ipynb), -and more, as well as our [demos](https://github.com/Azure/PyRIT/tree/main/doc/code). +- Check out our [documentation](https://azure.github.io/PyRIT/) for more information + about how to use, install, or contribute to PyRIT. +- Visit our [Discord server](https://discord.gg/9fMpq3tc8u) to chat with the team and community. ## Trademarks