The stairs are a choke point. If the BG (s) are coming for you they will be forced to come through a narrow space.
I would also recommend that you install a motion activated light which will illuminate the bottom of the stairs. This will back light any BG while keeping you in the dark.
The light will also allow you to make a positive ID on the individual before you engage.