This security baseline applies guidance from the Microsoft cloud security benchmark version 1.0 to Azure OpenAI. The Microsoft cloud security benchmark provides recommendations on how you can secure your cloud solutions on Azure. The content is grouped by the security controls defined by the Microsoft cloud security benchmark and the related guidance applicable to Azure OpenAI.
You can monitor this security baseline and its recommendations using Microsoft Defender for Cloud. Azure Policy definitions will be listed in the Regulatory Compliance section of the Microsoft Defender for Cloud portal page.
When a feature has relevant Azure Policy Definitions, they are listed in this baseline to help you measure compliance with the Microsoft cloud security benchmark controls and recommendations. Some recommendations may require a paid Microsoft Defender plan to enable certain security scenarios.
Note
Features not applicable to Azure OpenAI have been excluded. To see how Azure OpenAI completely maps to the Microsoft cloud security benchmark, see the full Azure OpenAI security baseline mapping file.
Security profile
The security profile summarizes high-impact behaviors of Azure OpenAI, which may result in increased security considerations.
Service Behavior Attribute
Value
Product Category
AI+ML
Customer can access HOST / OS
No Access
Service can be deployed into customer's virtual network
Description: Service supports deployment into customer's private Virtual Network (VNet). Learn more.
Supported
Enabled By Default
Configuration Responsibility
False
Not Applicable
Not Applicable
Configuration Guidance: This feature is not supported to secure this service.
NS-2: Secure cloud services with network controls
Features
Azure Private Link
Description: Service native IP filtering capability for filtering network traffic (not to be confused with NSG or Azure Firewall). Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Deploy private endpoints for all Azure resources that support the Private Link feature, to establish a private access point for the resources.
Description: Service supports disabling public network access either through using service-level IP ACL filtering rule (not NSG or Azure Firewall) or using a 'Disable Public Network Access' toggle switch. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Disable public network access either using the service-level IP ACL filtering rule or a toggling switch for public network access.
Local Authentication Methods for Data Plane Access
Description: Local authentications methods supported for data plane access, such as a local username and password. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Feature notes: While you can authenticate against Azure Cognitive Services using a single-service or multi-service subscription key, or use those keys to authenticate with access tokens, these authentication methods fall short in more complex scenarios that require Azure role-based access control (Azure RBAC). Avoid the usage of local authentication methods or accounts, these should be disabled wherever possible. Instead use Azure AD to authenticate where possible.
Configuration Guidance: Restrict the use of local authentication methods for data plane access. Instead, use Azure Active Directory (Azure AD) as the default authentication method to control your data plane access.
IM-3: Manage application identities securely and automatically
Features
Managed Identities
Description: Data plane actions support authentication using managed identities. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Use Azure managed identities instead of service principals when possible, which can authenticate to Azure services and resources that support Azure Active Directory (Azure AD) authentication. Managed identity credentials are fully managed, rotated, and protected by the platform, avoiding hard-coded credentials in source code or configuration files.
Description: Data plane supports authentication using service principals. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: There is no current Microsoft guidance for this feature configuration. Please review and determine if your organization wants to configure this security feature.
IM-7: Restrict resource access based on conditions
Features
Conditional Access for Data Plane
Description: Data plane access can be controlled using Azure AD Conditional Access Policies. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Define the applicable conditions and criteria for Azure Active Directory (Azure AD) conditional access in the workload. Consider common use cases such as blocking or granting access from specific locations, blocking risky sign-in behavior, or requiring organization-managed devices for specific applications.
IM-8: Restrict the exposure of credential and secrets
Features
Service Credential and Secrets Support Integration and Storage in Azure Key Vault
Description: Data plane supports native use of Azure Key Vault for credential and secrets store. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Feature notes: Azure OpenAI service does not store secrets (e.g., passwords, etc.).
Configuration Guidance: Ensure that secrets and credentials are stored in secure locations such as Azure Key Vault, instead of embedding them into code or configuration files.
PA-7: Follow just enough administration (least privilege) principle
Features
Azure RBAC for Data Plane
Description: Azure Role-Based Access Control (Azure RBAC) can be used to managed access to service's data plane actions. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Use Azure role-based access control (Azure RBAC) to manage Azure resource access through built-in role assignments. Azure RBAC roles can be assigned to users, groups, service principals, and managed identities.
PA-8: Determine access process for cloud provider support
Features
Customer Lockbox
Description: Customer Lockbox can be used for Microsoft support access. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: In support scenarios where Microsoft needs to access your data, use Customer Lockbox to review, then approve or reject each of Microsoft's data access requests.
DP-1: Discover, classify, and label sensitive data
Features
Sensitive Data Discovery and Classification
Description: Tools (such as Azure Purview or Azure Information Protection) can be used for data discovery and classification in the service. Learn more.
Supported
Enabled By Default
Configuration Responsibility
False
Not Applicable
Not Applicable
Configuration Guidance: This feature is not supported to secure this service.
DP-2: Monitor anomalies and threats targeting sensitive data
Features
Data Leakage/Loss Prevention
Description: Service supports DLP solution to monitor sensitive data movement (in customer's content). Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Azure OpenAI services data loss prevention capabilities allow customers to configure the list of outbound URLs their Azure OpenAI services resources are allowed to access. This creates another level of control for customers to prevent data loss.
Description: Service supports data in-transit encryption for data plane. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
True
Microsoft
Configuration Guidance: No additional configurations are required as this is enabled on a default deployment.
DP-4: Enable data at rest encryption by default
Features
Data at Rest Encryption Using Platform Keys
Description: Data at-rest encryption using platform keys is supported, any customer content at rest is encrypted with these Microsoft managed keys. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
True
Microsoft
Configuration Guidance: No additional configurations are required as this is enabled on a default deployment.
DP-5: Use customer-managed key option in data at rest encryption when required
Features
Data at Rest Encryption Using CMK
Description: Data at-rest encryption using customer-managed keys is supported for customer content stored by the service. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: If required for regulatory compliance, define the use case and service scope where encryption using customer-managed keys are needed. Enable and implement data at rest encryption using customer-managed key for those services.
Description: The service supports Azure Key Vault integration for any customer keys, secrets, or certificates. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Use Azure Key Vault to create and control the life cycle of your encryption keys, including key generation, distribution, and storage. Rotate and revoke your keys in Azure Key Vault and your service based on a defined schedule or when there is a key retirement or compromise. When there is a need to use customer-managed key (CMK) in the workload, service, or application level, ensure you follow the best practices for key management: Use a key hierarchy to generate a separate data encryption key (DEK) with your key encryption key (KEK) in your key vault. Ensure keys are registered with Azure Key Vault and referenced via key IDs from the service or application. If you need to bring your own key (BYOK) to the service (such as importing HSM-protected keys from your on-premises HSMs into Azure Key Vault), follow recommended guidelines to perform initial key generation and key transfer.
Description: Service configurations can be monitored and enforced via Azure Policy. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Feature notes: Please refer to the policies for Azure Cognitive Services.
Configuration Guidance: Use Microsoft Defender for Cloud to configure Azure Policy to audit and enforce configurations of your Azure resources. Use Azure Monitor to create alerts when there is a configuration deviation detected on the resources. Use Azure Policy [deny] and [deploy if not exists] effects to enforce secure configuration across Azure resources.
Description: Service produces resource logs that can provide enhanced service-specific metrics and logging. The customer can configure these resource logs and send them to their own data sink like a storage account or log analytics workspace. Learn more.
Supported
Enabled By Default
Configuration Responsibility
True
False
Customer
Configuration Guidance: Enable resource logs for the service. For example, Key Vault supports additional resource logs for actions that get a secret from a key vault or and Azure SQL has resource logs that track requests to a database. The content of resource logs varies by the Azure service and resource type.