During the talk I will speak about Windows Vulnerability Research. We will see the current limitations of fuzzing without knowledge of the targeted struct and some answers has been brought by AFL fuzzer. But AFL is available only on Linux and we need the target binary sources to use it.So I developed a personal AFL-like that allows me to fuzz Windows without having binary sources. This allows to fuzz without knowing the format used. So I will introduce how my tool works.