In this paper the concept of anti fuzzy prime ideal, anti fuzzy semi prime ideal, anti fuzzy ideal extension in a $\Gamma$-semiring have been introduced. We obtain a characterization of a prime ideal of a $\Gamma$-semiring in terms of anti fuzzy ideal extension of complement of its characteristic function.