That's not how it works. The universities have a software system [1] that employers can (and do) check to verify the degree. All they have to do is return "Not a Valid Degree-Holder", just like criminal background checks will return nothing for convictions that have since been pardoned.
[1] https://www.auradata.com/Default.aspx