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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Xiao-Feng Liu

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Sep 2026

HSF-Vul: hierarchical semantic fusion for vulnerability detection

HSF-Vul is proposed, a novel approach for software vulnerability detection and localization based on hierarchical semantic fusion that frame vulnerability detection as a binary classification task and extend it to line-level localization by analyzing the contribution of individual code lines.

Hong-Tao Wang, Xin Yang, Xiao-Feng Liu et al. · 0 citations

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