Currently cursed items are heavily skewed towards common-very_common rarity, so you'll encounter more than expected of them in earlier dungeons. It's something that'll get better with time.
You can tell when items are cursed though, since the rarity will not correspond to the dungeon level. You'll never find very_rare of legendary items in novice dungeons, and even rare items should be suspect.