In 1966, Blackburn was elected as a Republican to the Ninetieth Congress, having narrowly defeated freshman incumbent James MacKay by 360 votes. In that same election fellow Republican Bo Callaway challenged the Democrat Lester Maddox. Blackburn was reelected to Congress in the three succeeding terms but was unsuccessful in a campaign for reelection in 1974.