Yup, Strongbox has a dependency on DynamoDB so one may as well research the "native AWS" approach: https://aws.amazon.com/blogs/compute/managing-secrets-for-am...
The nice thing about doing it the way described in the linked article, is that it composes really well with IAM. VMs, ECS tasks, Lambda functions and so on.