Even though leather shorts can be washed in a washing machine on a gentle cycle, it is best to wash them by hand to retain their durability. Prepare a solution of warm water and dish soap. Put the genuine leather shorts in it, wring it a bit, and take it out. Wipe the shorts clean. Avoid using a blow dryer to dry them.