Can't they take off the killer's mask? So I can see who's killing them? Hihi

From what I remembered... they've already done that in the early chaps can't remember the exact chapter but it turned out to be just a random npc, idk about the other killers that spawn after that though cause they only did it once (as far as I remembered)