Avoid the admin bar image being put into posts on Facebook shares

I use both custom admin bar and ultimate Facebook. On several different themes, the custom header logo is being picked up by Facebook as the thumbnail.

This in sure is an easy fix, but how do I avoid this? Or can it even be avoided?