Nothing.
Absolutely nothing.
These people are never held accountable, charged with crimes, fired, sued, fined, jailed, arrested, or call on the carpet.
Ever.
However, "Congress shall have Power to declare the Punishment of Treason" (U.S. Const. Art II, Sec 4).
But, of course, first the person must be impeached for treason.