 Piskor joined the Army Air Force in July 1942 during World War II and did his basic training in Atlantic City, New Jersey.Piskor was a member of an Eastern All-Army team coached by Robert Neyland in 1942.He later transferred to a base in Greensboro, North Carolina and played for its Tech Hawks football team.