SageMaker data encryption disabled
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Id: 709e6da6-fa1f-44cc-8f17-7f25f96dadbe
Cloud Provider: AWS
Platform: CloudFormation
Severity: High
Category: Encryption
Learn More
Description
SageMaker notebook instances must specify a KMS key to encrypt data at rest. This helps protect notebook storage and snapshots from unauthorized access.
Check AWS::SageMaker::NotebookInstance resources for the Properties.KmsKeyId property. It must be defined as a non-empty string that identifies a valid KMS key (key ID, key ARN, or alias). Resources missing KmsKeyId, or with KmsKeyId set to "", will be flagged.
Secure configuration example:
MyNotebook:
Type: AWS::SageMaker::NotebookInstance
Properties:
NotebookInstanceName: my-notebook
InstanceType: ml.t2.medium
RoleArn: arn:aws:iam::123456789012:role/SageMakerRole
KmsKeyId: !Ref MyKmsKey
Compliant Code Examples
#this code is a correct code for which the query should not find any result
Description: "Basic NotebookInstance test update to a different instance type"
Resources:
BasicNotebookInstance:
Type: "AWS::SageMaker::NotebookInstance"
Properties:
InstanceType: "ml.t2.large"
RoleArn: !GetAtt ExecutionRole.Arn
KmsKeyId: "Key"
ExecutionRole:
Type: "AWS::IAM::Role"
Properties:
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
-
Effect: "Allow"
Principal:
Service:
- "sagemaker.amazonaws.com"
Action:
- "sts:AssumeRole"
Path: "/"
Policies:
-
PolicyName: "root"
PolicyDocument:
Version: "2012-10-17"
Statement:
-
Effect: "Allow"
Action: "*"
Resource: "*"
Outputs:
BasicNotebookInstanceId:
Value: !Ref BasicNotebookInstance
{
"Description": "Basic NotebookInstance test update to a different instance type",
"Resources": {
"ExecutionRole": {
"Type": "AWS::IAM::Role",
"Properties": {
"AssumeRolePolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": [
"sagemaker.amazonaws.com"
]
},
"Action": [
"sts:AssumeRole"
]
}
]
},
"Path": "/",
"Policies": [
{
"PolicyName": "root",
"PolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": "*",
"Resource": "*"
}
]
}
}
]
}
},
"BasicNotebookInstance": {
"Type": "AWS::SageMaker::NotebookInstance",
"Properties": {
"RoleArn": "ExecutionRole.Arn",
"KmsKeyId": "Key",
"InstanceType": "ml.t2.large"
}
}
},
"Outputs": {
"BasicNotebookInstanceId": {
"Value": "BasicNotebookInstance"
}
}
}
Non-Compliant Code Examples
{
"Description": "Basic NotebookInstance test update to a different instance type",
"Resources": {
"BasicNotebookInstance2": {
"Type": "AWS::SageMaker::NotebookInstance",
"Properties": {
"RoleArn": "ExecutionRole.Arn",
"KmsKeyId": "some-kms-key",
"InstanceType": "ml.t2.large"
}
},
"BasicNotebookInstance3": {
"Properties": {
"InstanceType": "ml.t2.large",
"RoleArn": "ExecutionRole.Arn",
"KmsKeyId": ""
},
"Type": "AWS::SageMaker::NotebookInstance"
},
"ExecutionRole": {
"Type": "AWS::IAM::Role",
"Properties": {
"AssumeRolePolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": [
"sagemaker.amazonaws.com"
]
},
"Action": [
"sts:AssumeRole"
]
}
]
},
"Path": "/",
"Policies": [
{
"PolicyDocument": {
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": "*",
"Resource": "*"
}
]
},
"PolicyName": "root"
}
]
}
},
"BasicNotebookInstance": {
"Type": "AWS::SageMaker::NotebookInstance",
"Properties": {
"InstanceType": "ml.t2.large",
"RoleArn": "ExecutionRole.Arn"
}
}
},
"Outputs": {
"BasicNotebookInstanceId": {
"Value": "BasicNotebookInstance"
}
}
}
#this is a problematic code where the query should report a result(s)
Description: "Basic NotebookInstance test update to a different instance type"
Resources:
BasicNotebookInstance:
Type: "AWS::SageMaker::NotebookInstance"
Properties:
InstanceType: "ml.t2.large"
RoleArn: !GetAtt ExecutionRole.Arn
BasicNotebookInstance2:
Type: "AWS::SageMaker::NotebookInstance"
Properties:
InstanceType: "ml.t2.large"
RoleArn: !GetAtt ExecutionRole.Arn
KmsKeyId: 'some-kms-key'
BasicNotebookInstance3:
Type: "AWS::SageMaker::NotebookInstance"
Properties:
InstanceType: "ml.t2.large"
RoleArn: !GetAtt ExecutionRole.Arn
KmsKeyId : ""
ExecutionRole:
Type: "AWS::IAM::Role"
Properties:
AssumeRolePolicyDocument:
Version: "2012-10-17"
Statement:
-
Effect: "Allow"
Principal:
Service:
- "sagemaker.amazonaws.com"
Action:
- "sts:AssumeRole"
Path: "/"
Policies:
-
PolicyName: "root"
PolicyDocument:
Version: "2012-10-17"
Statement:
-
Effect: "Allow"
Action: "*"
Resource: "*"
Outputs:
BasicNotebookInstanceId:
Value: !Ref BasicNotebookInstance
