Restrict Disc Media Mounting, Group Policy

Using Group Policy on Windows it is possible to block execute, read, and write operations related to a CD/DVD drive.

In the Group Policy Editor, navigate to:
Computer Configuration -> Administrative Templates -> System -> Removable Storage Access

Open the following policies and set them all to Enabled:

CD and DVD: Deny execute access,

CD and DVD: Deny read access,

CD and DVD: Deny write access