Any way to kill the guard with lantern

When doing dark brotherhood daily, always wasted time on hiding the guard with lantern. I have tried invisible from NB skill shadow cloak and unnatural movement from vampire, both skill will get detected once in the circle. Any ways to kill them or the only ways is to hide?