I would think its a harder material whether or not its rubber. In all honesty I wouldnt bank on it lasting a long time. The plus side is that even if it does come off, whatever backing tape is on the underside of the sill likely has enough cushion in it to prevent any kind of contact or damage. Any contact probably wouldnt even do anything to the car's body anyways.
bottom line...dont stress over it