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MVD-HG: multigranularity smart contract vulnerability detection method based on heterogeneous graphs

Abstract Smart contracts have significant losses due to various types of vulnerabilities. However, traditional vulnerability detection methods rely extensively on expert rules, resulting in low detection accuracy and poor adaptability to novel attacks. To address these problems, in this paper, deep...

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Principais autores: Jingjie Xu, Ting Wang, Mingqi Lv, Tieming Chen, Tiantian Zhu, Baiyang Ji
Formato: Artigo
Idioma:Inglês
Publicado em: SpringerOpen 2024-10-01
coleção:Cybersecurity
Assuntos:
Smart contracts
Abstract syntax trees
Heterogeneous graphs
Vulnerability detection
Data augmentation
Acesso em linha:https://doi.org/10.1186/s42400-024-00245-5
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