I think they would. You would need to have them sign an agreement (as well as Israel). If they violated this agreement, then sure, the USA could be justified in taking military action.

However, painting them as savages and approaching it with a "bomb them back to the stone age" mindset isn't helpful. You'd think after 20+ years we would have learned this lesson.