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articles/defender-for-cloud/TOC.yml

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href: review-pull-request-annotations.md
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- name: Common questions about DevOps security
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href: faq-defender-for-devops.yml
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- name: AI workloads protection
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- name: Threat protection for AI workloads (preview)
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items:
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- name: Overview - AI threat protection
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- name: Overview
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displayName: AI, Defender for AI
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href: ai-threat-protection.md
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- name: Onboard threat protection for AI workloads
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- name: Enable threat protection for AI workloads (preview)
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displayName: AI, Defender for AI
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href: ai-onboarding.md
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- name: Reference

articles/defender-for-cloud/ai-onboarding.md

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---
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title: Onboard threat protection for AI workloads
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title: Enable threat protection for AI workloads (preview)
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description: Learn how to enable threat protection for AI workloads on your Azure subscription for Microsoft Defender for Cloud.
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ms.topic: install-set-up-deploy
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ms.date: 05/05/2024
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---
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# Onboard threat protection for AI workloads
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# Enable threat protection for AI workloads (preview)
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Threat protection for AI workloads in Microsoft Defender for Cloud assists you in the identification and response process in real time, for security issues that might exist in your generative AI applications.
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Threat protection for AI workloads in Microsoft Defender for Cloud protects AI workloads on an Azure subscription by providing insights to threats that might affect your generative AI applications.
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> [!IMPORTANT]
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> Threat protection for AI workloads is currently in preview.
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## Enroll in the limited preview
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To get started, you must [sign up](https://aka.ms/D4AI/PublicPreviewAccess) and be accepted to the limited preview.
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Once accepted, you can onboard threat protection for AI workloads in Defender for Cloud to provide threat protection for AI workloads in your Azure environment.
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To get started, you must [sign up](https://aka.ms/D4AI/PublicPreviewAccess) and be accepted to the limited preview, you can start onboarding threat protection for AI workloads.
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1. Fill out the [registration form](https://aka.ms/D4AI/PublicPreviewAccess).
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## Enable threat protection for AI workloads
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Threat protection for AI workloads on an Azure subscription provides insights to threats that might affect your generative AI applications.
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Enable threat protection for AI workloads.
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1. Sign in to the [Azure portal](https://portal.azure.com).
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1. Select the relevant Azure subscription.
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1. On the Defender plans page, toggle the AI Workloads plan to **On**.
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1. On the Defender plans page, toggle the AI workloads to **On**.
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:::image type="content" source="media/ai-onboarding/enable-ai-workloads-plan.png" alt-text="Screenshot that shows you how to toggle threat protection for AI workloads to on." lightbox="media/ai-onboarding/enable-ai-workloads-plan.png":::
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articles/defender-for-cloud/ai-security-posture.md

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- Azure OpenAI Service
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- Azure Machine Learning
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- Amazon Bedrock.
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- Amazon Bedrock
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Defender for Cloud can also discover vulnerabilities within generative AI library dependencies such as TensorFlow, PyTorch, and Langchain, by scanning source code for Infrastructure as Code (IaC) misconfigurations and container images for vulnerabilities. Regularly updating or patching the libraries can prevent exploits, protecting generative AI applications and maintaining their integrity.
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articles/defender-for-cloud/ai-threat-protection.md

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# Overview - AI threat protection
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Threat protection for AI workloads in Microsoft Defender for Cloud provides assists you in the identification and response process in real time, for security issues that might exist in your generative AI applications.
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Threat protection for AI workloads in Microsoft Defender for Cloud continually identifies threats to generative AI applications in real time and assists in the response process, for security issues that might exist in generative AI applications.
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> [!IMPORTANT]
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> Threat protection for AI workloads is currently in preview.
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## Defender XDR integration
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Defenders for Cloud's threat protection for AI workloads security alerts are integrated into [Defender XDR](concept-integration-365.md), enabling security teams to centralize alerts on AI workloads within the Defender XDR portal.
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Threat protection for AI workloads integrates with [Defender XDR](concept-integration-365.md), enabling security teams to centralize alerts on AI workloads within the Defender XDR portal.
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Security teams can correlate AI workloads alerts and incidents within the Defender XDR portal, and gain an understanding of the full scope of an attack, including malicious activities associated with their generative AI applications from the XDR dashboard.
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## Related content
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- [Onboard threat protection for AI workloads (Preview)](ai-onboarding.md).
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- [Enable threat protection for AI workloads (preview) (Preview)](ai-onboarding.md).
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- [Alerts for AI workloads](alerts-reference.md#alerts-for-ai-workloads)

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