Abstract: The Linux kernel adopts a large number of security checks to prevent security-sensitive operations from being executed under unsafe conditions. If a security-sensitive operation is unchecked, a missing-check issue arises. Missing check is a class of severe bugs in software programs especially in operating system kernels, which may cause a variety of security issues, such as out-of-bound accesses, permission bypasses, and privilege escalations. Due to the lack of security specifications, how to automatically identify security-sensitive operations and their required security checks in the Linux kernel becomes a challenge for missing-check analysis. In this paper, we present an accurate missing-check analysis method for Linux kernel, which can automatically infer possible security-sensitive operations. Particularly, we first automatically identify all possible security check functions of Linux. Then according to their callsites, a two-direction analysis method is leveraged to identify possible security-sensitive operations. A missing-check bug is reported when the security-sensitive operation is not protected by its corresponding security check. We have implemented our method as a tool, named AMCheX, on top of the LLVM (Low Level Virtual Machine) framework and evaluated it on the Linux kernel. AMCheX reported 12 new missing-check bugs which can cause security issues. Five of them have been confirmed by Linux maintainers.