Bilbo revealed his membership in the Ku Klux Klan in an interview on the radio program Meet the Press. He said, "No man can leave the Klan. He takes an oath not to do that. Once a Ku Klux, always a Ku Klux."[29]
Bilbo was outspoken in saying that blacks should not be allowed to vote anywhere in the United States, regardless of the Fourteenth and Fifteenth amendments to the Constitution. Black World War II veterans complained of longstanding disfranchisement in the South, which Mississippi had achieved in 1890 by changes to its constitution related to electoral and voter registration rules. (Other Southern states followed with similar changes through 1910, which survived most court challenges.) Bilbo's campaign was accused of provoking violence related to voting. Critics accused Bilbo of giving war contracts out to his friends.
He was a prominent participant in the lengthy southern Democratic filibuster of the Costigan-Walker anti-lynching bill before the Senate in 1938. Bilbo said:
If you succeed in the passage of this bill, you will open the floodgates of hell in the South. Raping, mobbing, lynching, race riots, and crime will be increased a thousandfold; and upon your garments and the garments of those who are responsible for the passage of the measure will be the blood of the raped and outraged daughters of Dixie, as well as the blood of the perpetrators of these crimes that the red-blooded Anglo-Saxon White Southern men will not tolerate.[29]