The reading of 'Hakusuki' was picked up by the Japanese from hearing the Kudara people pronounce '白村,' which was the area name at that time in the Kudara language.
なお、「はくすき」は当時の地名の「白村」の百済語発音を日本側が聞き取ったものである。