AzPolicyAdvertizer

last sync: 2025-Oct-28 18:23:17 UTC

Azure Machine Learning workspaces should use user-assigned managed identity

Azure BuiltIn Policy definition

Source Azure Portal
Display name Azure Machine Learning workspaces should use user-assigned managed identity
Id 5f0c7d88-c7de-45b8-ac49-db49e72eaa78
Version 1.0.0
Details on versioning
Versioning Versions supported for Versioning: 1
1.0.0
Built-in Versioning [Preview]
Category Machine Learning
Microsoft Learn
Description Manange access to Azure ML workspace and associated resources, Azure Container Registry, KeyVault, Storage, and App Insights using user-assigned managed identity. By default, system-assigned managed identity is used by Azure ML workspace to access the associated resources. User-assigned managed identity allows you to create the identity as an Azure resource and maintain the life cycle of that identity. Learn more at https://docs.microsoft.com/azure/machine-learning/how-to-use-managed-identities?tabs=python.
Cloud environments AzureCloud = true
AzureUSGovernment = unknown
AzureChinaCloud = unknown
Available in AzUSGov Unknown, no evidence if Policy definition is/not available in AzureUSGovernment
Mode Indexed
Type BuiltIn
Preview False
Deprecated False
Effect Default
Audit
Allowed
Audit, Deny, Disabled
RBAC role(s) none
Rule aliases IF (1)
Alias Namespace ResourceType Path PathIsDefault DefaultPath Modifiable
Microsoft.MachineLearningServices/workspaces/primaryUserAssignedIdentity Microsoft.MachineLearningServices workspaces properties.primaryUserAssignedIdentity True False
Rule resource types IF (1)
Compliance
The following 1 compliance controls are associated with this Policy definition 'Azure Machine Learning workspaces should use user-assigned managed identity' (5f0c7d88-c7de-45b8-ac49-db49e72eaa78)
Control Domain Control Name MetadataId Category Title Owner Requirements Description Info Policy#
Azure_Security_Benchmark_v3.0 IM-3 Azure_Security_Benchmark_v3.0_IM-3 Microsoft cloud security benchmark IM-3 Identity Management IM-3 Manage application identities securely and automatically Shared **Security Principle:** Use managed application identities instead of creating human accounts for applications to access resources and execute code. Managed application identities provide benefits such as reducing the exposure of credentials. Automate the rotation of credential to ensure the security of the identities. **Azure Guidance:** Use Azure managed identities, which can authenticate to Azure services and resources that support Microsoft Entra ID authentication. Managed identity credentials are fully managed, rotated, and protected by the platform, avoiding hard-coded credentials in source code or configuration files. For services that don't support managed identities, use Microsoft Entra ID to create a service principal with restricted permissions at the resource level. It is recommended to configure service principals with certificate credentials and fall back to client secrets for authentication. **Implementation and additional context:** Azure managed identities: https://docs.microsoft.com/azure/active-directory/managed-identities-azure-resources/overview Services that support managed identities for Azure resources: https://docs.microsoft.com/azure/active-directory/managed-identities-azure-resources/services-support-managed-identities Azure service principal: https://docs.microsoft.com/powershell/azure/create-azure-service-principal-azureps Create a service principal with certificates: https://docs.microsoft.com/azure/active-directory/develop/howto-authenticate-service-principal-powershell n/a link 15
Initiatives usage
Initiative DisplayName Initiative Id Initiative Category State Type polSet in AzUSGov
[Preview]: Microsoft cloud security benchmark v2 e3ec7e09-768c-4b64-882c-fcada3772047 Security Center Preview BuiltIn unknown
Enforce recommended guardrails for Machine Learning Enforce-Guardrails-MachineLearning Machine Learning GA ALZ
History
Date/Time (UTC ymd) (i) Change type Change detail
2021-03-02 15:11:40 add 5f0c7d88-c7de-45b8-ac49-db49e72eaa78
JSON compare n/a
JSON
api-version=2021-06-01
EPAC