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IaaS Secure Computing
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prmerger-automator[bot] authored Jan 16, 2025
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Expand Up @@ -13,7 +13,11 @@ This article provides security recommendations for organizations running AI work

## Secure Azure services

Azure service security requires configuring each Azure service used in an AI architecture to meet specific security standards and benchmarks. To apply secure configurations to Azure services, use the [Azure security baselines](/security/benchmark/azure/security-baselines-overview) for each service in your architecture. Common Azure services in AI workloads on Azure infrastructure include: [Windows virtual machines](/security/benchmark/azure/baselines/virtual-machines-windows-virtual-machines-security-baseline), [Linux virtual machines](/security/benchmark/azure/baselines/virtual-machines-linux-virtual-machines-security-baseline), [Azure CycleCloud](/azure/cyclecloud/concepts/security-best-practices), and [Key Vault](/security/benchmark/azure/baselines/key-vault-security-baseline).
Azure service security requires configuring each Azure service used in an AI architecture to meet specific security standards and benchmarks.

- *Harden Azure services.* To apply secure configurations to Azure services, use the [Azure security baselines](/security/benchmark/azure/security-baselines-overview) for each service in your architecture. Common Azure services in AI workloads on Azure infrastructure include: [Windows virtual machines](/security/benchmark/azure/baselines/virtual-machines-windows-virtual-machines-security-baseline), [Linux virtual machines](/security/benchmark/azure/baselines/virtual-machines-linux-virtual-machines-security-baseline), [Azure CycleCloud](/azure/cyclecloud/concepts/security-best-practices), and [Key Vault](/security/benchmark/azure/baselines/key-vault-security-baseline).

- *Consider secure compute options.* Secure the boot process and integrity of your VMs using [trusted launch](/azure/virtual-machines/trusted-launch). Depending on your industry and use case, consider using confidential AI. [Confidential AI](/azure/confidential-computing/confidential-ai) is for cryptographically verifiable protection for AI data and models during training, fine-tuning, and inferencing.

## Secure networks

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