Wolff was drafted into the U.S. Army in 1943. He served in the Pacific Theater. He volunteered to join the Alamo Scouts and participated in the Raid at Cabanatuan. In 1945 he was given a battlefield commission to the rank of Second lieutenant and was awarded the Silver Star.