Cold wights are immune to normal weapons, so you need +1 weapons or better to hit them. Also, they have 20% slashing/crushing/missile resistance, which means that the damage they take from those types of weapons is reduced by 20%. They also have 100% cold and electrical resistance. Download the
Infinity Explorer to look at all the monsters (and more) in the game.