No official warning on terrorism has every panned out.
Just an F.Y.I. though, in May 2004 the Bush administration announced that an attack was coming that would "Hit the United States hard"
This was four months before the general election....
(Note that the Obama administration discontinued the colored alert system in the picture, I chose to include it).