The burden of proof is on those asserting that they DO exist.
This is no different from the discussion about gods. Until there's real evidence (not anecdotes), the rational assumption is that they don't exist. I've seen some creepy unexplained stuff in my day but the leap from not knowing what caused it to "it was demons" is too great for logic.