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KernelGPT: Enhanced Kernel Fuzzing via Large Language Models. (arXiv:2401.00563v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Bugs in operating system kernels can affect billions of devices and users all
over the world. As a result, a large body of research has been focused on
kernel fuzzing, i.e., automatically generating syscall (system call) sequences
to detect potential kernel bugs or vulnerabilities. Syzkaller, one of the most
widely studied kernel fuzzers, aims to generate valid syscall sequences based
on predefined specifications written in syzlang, a domain-specific language for
defining syscalls, their arguments, and the relationships between them. While …
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