enforce_vpc.json

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Sid": "VPCDeployment",
      "Effect": "Deny",
      "Action": [
        "sagemaker:CreateAutoMLJob",
        "sagemaker:CreateDataQualityJobDefinition",
        "sagemaker:CreateDomain",
        "sagemaker:CreateHyperParameterTuningJob",
        "sagemaker:CreateModel",
        "sagemaker:CreateModelBiasJobDefinition",
        "sagemaker:CreateModelExplainabilityJobDefinition",
        "sagemaker:CreateModelQualityJobDefinition",
        "sagemaker:CreateMonitoringSchedule",
        "sagemaker:CreateNotebookInstance",
        "sagemaker:CreateProcessingJob",
        "sagemaker:CreateTrainingJob",
        "sagemaker:UpdateMonitoringSchedule"
      ],
      "Resource": "*",
      "Condition": {
        "Null": {
          "sagemaker:VpcSubnets": "true",
          "sagemaker:VpcSecurityGroupIds": "true"
        }
      }
    }
  ]
}