Configuration form confirmation
I'm not sure you could easily implement ConfirmFormBase with the config form. It might be easier to turn your form into a multistep form and have step 2 with a simple submit button/message for confirmation rather than trying to implement ConfirmFormBase 

That should achieve essentially the same thing