Abstract: Fuzzing is a method that can identify security issues in binary files automatically. This is a new but promising field. Fuzzing has developed from manual ways to automatic and intelligent ways. In this paper we made comparisons between different fuzzing methods and summarized the characteristics of existing Fuzzing frameworks. Finally, we gave the future of fuzzing.