That assumes that it hasn't happened already.

https://www.washingtonpost.com/politics/2023/05/17/giuliani-...

That's basically what happened when President Clinton pardoned major donor Marc Rich as one of his last official acts. Ultimately the only protection against this is for voters to reject candidates who lack personal integrity.