Fordy, it wasn't South Korea. As posted by capodetutticapi, it was NORTH Korea - now of nuclear fame - that featured. They won 1-0.
From today's perspective, another remarkable aspect of that match is that no bookings were issued. (I almost used the term 'carded', but reds and yellows didn't come into effect until the '70 WC.)