I checked the comprehensive FAQ pdf and did not find the answer to my question.
Can the active player play backstab on an opponent's unit that is battling back after an attack by one of his/her units, or is the unit battling back not considered "attacking" for the purposes of this card?
I'd vote that it is not "attacking" since it can not perform the follow-on actions of an attacking unit like gain ground.