Yes, you can use the Foot Scrubber on corns. However, if your corn is surrounded by red, inflamed skin, you should consult your podiatrist before using.
Otherwise, for most corns, you can just soak your feet in warm water for several minutes and use the scrubbing side of the pumice stone with a drop of liquid soap. And be sure to moisturize well after use.