Acklen is a surname. Notable people with the surname include:

Adelicia Acklen (1817–1887), American planter and socialite Joseph Alexander Smith Acklen (1816–1863), American lawyer, planter, and veteran Joseph H. Acklen (1850–1938), American sugar planter and politician

See also Ackley (surname)