I think war for Southern Independence more fitting. After all, they were simply leaving an oppressive regime just like their fathers and grandfathers had done.
Not really since independence wasn't in the cards for about one-third the population. Rebellion is defined as " open, armed, and usually unsuccessful defiance of or resistance to an established government". That's a very accurate description of the Southern attempt.