How to change permissions for moodle blocks
Turn editing on
Click on the assign roles icon
This doesn't work on the front page but it leads you to here
Add/ Change permissions
Click the permissions icon in the block settings
Then add or subtract roles that are allowed to view the block.
Take out Authenticated user, Then if they are not members of the role you have selected they will not be able to see the block.