AWS SageMaker is a service that enables to create, train, and deploy machine-learning models in the cloud. AWS SageMaker notebook instance provides a Jupyter notebook app through a fully managed machine learning AWS EC2 instance, and used to perform advanced data exploration. It was found that AWS SageMaker notebook instance has a direct internet access. This could result in unwanted access to your data, potentially increasing the attack vector for malicious behavior. Although the system prohibits unauthenticated access, using SageMaker direct access does not stand with security best practices