CodeLlama-syz-toy

CodeLlama-syz is specialized for generating Syz-program (a format of input for Syzkaller) in kernel fuzzing. For more details, please refer to our paper "Unlocking Low Frequency Syscalls in Kernel Fuzzing with Dependency-Based RAG" on ISSTA'25.

CodeLlama-syz-toy is a toy version of CodeLlama-syz, which is fine-tuned on CodeLlama-7b-Instruct-hf for 2 epoches. The dataset consists of around 8k training samples and 3k evaluation samples, which can be obtained from SyzGPT/fine-tune/dataset.

We plan to build a comprehensive and high-quality dataset of Syz-program generation in Q&A format and release the formal version of CodeLlama-syz in the future.