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microsoft-ciso-advice:-securing-ai-with-full-stack-red-teaming-–-inside-track-blog

Microsoft CISO advice: Securing AI with full stack red teaming – Inside Track Blog

At Microsoft, we approach security for AI systems holistically using a full stack red teaming that goes beyond just testing an AI model.

Corporate Vice President of red teaming at Microsoft Craig Nelson describes what he looks for with this method, “I’m interested in the model, but I’m also interested in how that model connects with underlying additional data. And then how that model also executes automation from the back end.”

In this video, Nelson explains why securing AI requires more than testing the model alone.

Key takeaways

When you apply full stack red teaming to AI, here are some key questions to answer:

  • How are AI models connecting to data sources?
  • What backend automation do we allow AI to execute?
  • What security credentials do we require?
  • Do we have logs you need to understand how the model works with our backend infrastructure?

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