In this paper, we characterize prime and semiprime ideals in a subtraction semigroup. Among them for any subtraction semigroup, an ideal is semiprime if and only if it is intersection of all prime ideals containing it. Moreover, if an ideal of a subtraction semigroup is prime, then it is semiprime and strongly irreducible.