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Structural Semantic Enhancement: Better integrating code semantics for vulnerability detection
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AI
DOI：10.1016/j.infsof.2025.107824.png)
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Abstract
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• Dimension. Unifies linguistic and structural analyses for better detection. • Strategy. SSEM integrates the control and data semantics into pretrained models. • Study. Across datasets, SSEM outperforms state-of-the-art vulnerability detectors.
Keywords:
Dimension
Strategy
Study
Linguistic analysis
Structural analysis
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