Sergeant First Class Moss was a member of Company G, 2nd Battalion, 38th Infantry Regiment, 2nd Infantry Division. He was taken Prisoner of War while fighting the enemy near Kunu-ri, North Korea on November 28, 1950 and died while a prisoner on March 29, 1951. His remains were not recovered. His name is inscribed on the Courts of the Missing at the Honolulu Memorial.