Microsoft's Framework for Securing Generative AI: Insights from Red Teaming

Microsoft has developed a comprehensive framework to secure generative AI systems, based on insights from red-teaming over 100 such products. The framework highlights key challenges, such as the amplification of existing risks and the emergence of new threats like prompt injections. While automated tools like PyRIT assist in identifying vulnerabilities, human expertise remains crucial for addressing cultural nuances and ensuring thorough assessments. A defense-in-depth strategy, involving continuous testing and iterative mitigation, is emphasized to counter evolving threats. These approaches aim to improve the safety and reliability of generative AI technologies. 

https://www.marktechpost.com/2025/01/18/microsoft-presents-a-comprehensive-framework-for-securing-generative-ai-systems-using-lessons-from-red-teaming-100-generative-ai-products/

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