Difficult to comment on the rubber feet since I have not seen the ones in question. I might use them if they are thin and pretty solid.

Many people, including me, use small (pea size) blobs of Blu Tack pressure sensitive removable adhesive at the corners for the same purpose. They provide coupling/damping with no chance of real movement.