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Clarify on data encryption for managed endpoints
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articles/machine-learning/concept-data-encryption.md

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ms.author: jhirono
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author: jhirono
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ms.reviewer: larryfr
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ms.date: 12/20/2022
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ms.date: 03/07/2023
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# Data encryption with Azure Machine Learning
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Each virtual machine also has a local temporary disk for OS operations. If you want, you can use the disk to stage training data. If the workspace was created with the `hbi_workspace` parameter set to `TRUE`, the temporary disk is encrypted. This environment is short-lived (only during your job,) and encryption support is limited to system-managed keys only.
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Managed online endpoint and batch endpoint use machine learning compute in the backend, and follows the same encryption mechanism.
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**Compute instance**
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The OS disk for compute instance is encrypted with Microsoft-managed keys in Azure Machine Learning storage accounts. If the workspace was created with the `hbi_workspace` parameter set to `TRUE`, the local OS and temporary disks on compute instance are encrypted with Microsoft managed keys. Customer managed key encryption is not supported for OS and temporary disks.
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