Benchmark: Machine Learning
Description
This benchmark provides a set of controls that detect Terraform Azure Machine Learning resources deviating from security best practices.
Usage
Install the mod:
mkdir dashboardscd dashboardspowerpipe mod initpowerpipe mod install github.com/turbot/steampipe-mod-terraform-azure-compliance
Start the Powerpipe server:
steampipe service startpowerpipe server
Open http://localhost:9033 in your browser and select Machine Learning.
Run this benchmark in your terminal:
powerpipe benchmark run terraform_azure_compliance.benchmark.machinelearning
Snapshot and share results via Turbot Pipes:
powerpipe benchmark run terraform_azure_compliance.benchmark.machinelearning --share
Controls
- Machine Learning Compute Clusters local authentication should be disabled
- Machine Learning Compute Clusters minimum node count should be set to zero
- Azure Machine Learning workspaces should be encrypted with a customer-managed key
- Machine Learning workspaces should restrict public access