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Copy file name to clipboardExpand all lines: articles/defender-for-cloud/ai-onboarding.md
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# Onboard Defender for AI Workloads
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To get started you must [sign up](https://aka.ms/D4AI/PublicPreviewAccess) for and onboard the plan. The Defender for AI Wokloads plan in Defender for Cloud provides 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) for the plan and be accepted. Once accepted, you can onboard the Defender for AI Workloads plan in Defender for Cloud to provide threat protection for AI workloads in your Azure environment.
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> [!IMPORTANT]
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> The Defender for AI Workloads plan is currently in preview.
Copy file name to clipboardExpand all lines: articles/defender-for-cloud/ai-security-posture.md
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# AI security posture management
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Microsoft Defender for Cloud provides AI security posture management capabilities for Azure and AWS that that enhances the security of AI pipelines and services. Defender for Cloud reduces risk to cross cloud AI workloads by:
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Microsoft Defender for Cloud provides AI security posture management capabilities that secure enterprise-built, multi or hybrid cloud (currently Azure and AWS) generative AI applications, throughout the entire application lifecycle. Defender for Cloud reduces risk to cross cloud AI workloads by:
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- Discovering generative AI bill of materials (AI BOM), which includes application components, data, and AI artifacts from code to cloud.
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- Strengthening generative AI application security posture with built-in recommendations and by exploring and remediating security risks.
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- Using the attack path analysis to identify and remediate risks.
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:::image type="content" source="media/ai-security-posture/ai-lifecycle.png" alt-text="An image of the development lifecycle that is covered by Defender for Cloud's AI security posture management.":::
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## Discovering generative AI apps
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## Discovering generative AI apps within your environment
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Defender for Cloud discovers AI workloads to identify a detailed inventory of your organization's AIBOM. This visibility allows you to identify and address vulnerabilities and protect generative AI applications from potential threats.
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Defender for Cloud discovers AI workloads and identifies details of your organization's AI BOM. This visibility allows you to identify and address vulnerabilities and protect generative AI applications from potential threats.
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Defenders for Cloud automatically and continuously discover deployed AI workloads across the following service:
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### Detecting IaC misconfigurations
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DevOps security detects IaC misconfigurationscan expose generative AI applications to security vulnerabilities such as over-exposed access controls or inadvertent publicly exposed services. These misconfigurations could lead to data breaches or unauthorized access. Misconfigurations could lead to compliance issues, especially when handling strict data privacy regulations.
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DevOps security, detects IaC misconfigurations, which can expose generative AI applications to security vulnerabilities, such as over-exposed access controls or inadvertent publicly exposed services. These misconfigurations could lead to data breaches or unauthorized access. Misconfigurations could lead to compliance issues, especially when handling strict data privacy regulations.
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Defender for Cloud assesses your generative AI apps configuration and provides security recommendations to improve AI security posture. Remediate misconfigurations early in the development cycle allows organizations to prevent more complex problems later on.
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