Calvin Fairbank (November 3, 1816 – October 12, 1898) was an American abolitionist and Methodist minister from New York state who was twice convicted in Kentucky of aiding the escape of slaves, and served a total of 19 years in the Kentucky State Penitentiary in Frankfort. Fairbank is believed to have aided the escape of 47 slaves.