I used to use a drill, now I have a 1/2" thick steel plate with a 3/8" and 1/2" holes drilled through it. When I need to remove a snap or rivet I break out a punch about the diameter of the stud and line the piece up over the hole, one good wack and the snap or rivet is removed.