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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...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Jingjie Xu, Ting Wang, Mingqi Lv, Tieming Chen, Tiantian Zhu, Baiyang Ji
Hōputu: Artigo
Reo:Inglês
I whakaputaina: SpringerOpen 2024-10-01
Rangatū:Cybersecurity
Ngā marau:
Smart contracts
Abstract syntax trees
Heterogeneous graphs
Vulnerability detection
Data augmentation
Urunga tuihono:https://doi.org/10.1186/s42400-024-00245-5
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