Second Lieutenant Dunne was the pilot of a F-84G Thunderjet fighter with the 8th Fighter Bomber Squadron, 49th Fighter Bomber Group. On September 13, 1952, while on a combat mission, his aircraft received a direct hit by anti-aircraft fire, crashed and burst into flames. His remains were not recovered. His name is inscribed on the Courts of the Missing at the Honolulu Memorial.