You can remove the feet from the existing backing plate and just place the velcro over the screws. That's what I did; no problems with the pedal staying secure. If you can find shorter screws that don't protrude from the bottom with the feet removed, that's another option.
Or you can get an adapter plate like one of these: http://www.stompin-ground.com/products/sgwahplate.htm