the silicone will hold stronger then the double sided tape if you use the right stuff. also to get it off if you heat it with a heat gun (note must keep gun in motion to prevent over heating) the left over silicone will also peel off when heated up
But if your willing to but the holes in the bumper then yes screw are your best bet