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Apply security best practices to Azure AI workloads

Apply security best practices to Azure AI workloads - Azure Tutorial

From the course: Microsoft Azure AI Engineer Associate (AI-102) Cert Prep by Microsoft Press

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Apply security best practices to Azure AI workloads

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- [Tim] Oh we're just going to cover two little subjects in this lesson. Monitoring hybrid cloud multi-cloud monitoring with AI on one hand. And then on the other, oh, AI security. (chuckles) It's kind of funny in a way, isn't it? Yes, there's a lot of content in this exam. That's why you're working hard to clear the exam because you deserve it. Here we have a rollup of some security challenges that crop up with AI-assisted applications. Why with AI-specific applications? Well you'll see, I think. Poisoning the well, or poisoning the source or training data, that could be catastrophic in a machine learning pipeline. Model stealing. Someone, Exfil's LLM. I'm not sure how feasible that is today. This model is actually, I'm immediately thinking of large language models, but I think what Microsoft means by model stealing are machine learning like pickle files which you can put on a USB drive. But yeah, theft for sure. Any kind of adversarial attack. And I want you to think about here the…

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