Although he openly opposed secession during the American Civil War, federal military forces labeled Helm a Confederate sympathizer. In September 1862, he was arrested for this alleged sympathy, but Governor James F. Robinson recognized him as he was being transported to a prison in Louisville and had him released. After the war Helm identified with the Democratic Party, and in 1865 Hardin County voters returned him to the state senate.