This is false. Nobody claimed or believed an attack on the US was imminent (although another attack on Israel was a concern), the idea was that taking out Saddam could help stabilize the middle east. In official Washington it was well understood that WMDs were just an excuse/legal justification/foreign policy explanation for finishing the job begun in Iraq in 1992.