(Paper)KernelGPT- Enhanced Kernel Fuzzing via Large Language Models

KernelGPT: Enhanced Kernel Fuzzing via Large Language Models

ASPLOS'25

Chenyuan Yang, UIUC

BACKGROUND

Generating syscall specifications is non-trival and hard to be automated by traditional methods. Existing syzkaller specifications only cover a small portion of syscalls.

METHOD

KernelGPT focus more on drivers and sockets.

EVALUATION