Best practice rules for Machine Learning
Trend Micro Cloud One™ – Conformity monitors Machine Learning with the following rules:
- Enable Diagnostic Logs for Machine Learning Workspaces
Ensure that Diagnostic Logs are enabled for your Azure Machine Learning workspaces.
- Enable High Business Impact for Machine Learning Workspaces
Enable High Business Impact feature for your Azure Machine Learning workspaces.
- Enable Managed Virtual Network Isolation with Internet Outbound Access
Ensure that managed VNet isolation with Internet outbound access is enabled for your Azure Machine Learning workspaces.
- Enable Network Isolation for Azure Machine Learning Registries
Ensure that network isolation is enabled for your Azure Machine Learning registries.
- Machine Learning Workspace Encryption using Customer-Managed Keys
Use Customer Managed Keys (CMKs) to encrypt Azure Machine Learning workspaces.
- Use System-Assigned Managed Identities for Azure Machine Learning Workspaces
Ensure that Azure Machine Learning workspaces are using system-assigned managed identities.