Tanner Smith (c. 1887–1919) was an American criminal gang leader
Tanner Smith may also refer to:
Tanner Smith (basketball) (born 1990), American basketball player Tanner Smith (footballer) (born 1994), Australian footballer Tanner Smith (politician), American politician