Multimodal information fusion for software vulnerability detection based on both source and binary codes

•The study detects software vulnerability based on both source and binary codes.•A novel fusion strategy is designed to accommodate the characteristics of two modalities.•ChatGPT and two pre-trained models are used for the process of feature analysis process. Context: Many researchers have proposed...

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Vydané v:	Science of computer programming Ročník 250; s. 103411
Hlavní autori:	Liu, Yuzhou, Wang, Qi, Jiang, Shuang, Wu, Runze, Tian, Hongxu, Zhang, Peng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.05.2026
Predmet:	Binary codes feature Multimodal fusion Software vulnerability detection Source codes feature Source codes feature Multimodal fusion Software vulnerability detection Binary codes feature
ISSN:	0167-6423
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