ofc harry potter’s description of 0 (zero) slytherins staying back in the great hall  to fight the battle of hogwarts is inaccurate. they obviously wouldn’t want to be caught dead openly supporting harry potter. no they snuck back into school during the war so even if voldemort won, they could say they never supported anyone else.