Recovering indirect control-flow (ICF) edges is fundamental to binary security analysis, yet existing methods struggle with long-range dependencies, isolate different ICF types, and are often evaluated under protocols vulnerable to label noise and data leakage. We present ICFlowNet, a unified framework for long-range I...
Kun Liu, Zheng-Ming Ding, Chen-Ke Luo et al.· 0 citations
Recent advances in code intelligence are largely driven by large language models (LLMs), which represent code as token sequences and achieve strong results on many software engineering tasks. However, standard token-based approaches often struggle to capture the inherent structural regularities of programming languages...
Qing-Lin Liang, Zhao Zhang, Chen Liu et al.· Proceedings of the ACM on So...· 0 citations
LTMiner, which mines rare patterns from large-scale projects and detects potential bugs by checking for violations of these patterns, effectively curbs pattern explosion and false positives, uncovering previously unknown bugs in large-scale projects at an acceptable cost.
Wentao Liang, Yanjun Wu, Xiang Ling et al.· Proceedings of the ACM on So...· 0 citations
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