Similarity-Based Source Code Vulnerability Detection Leveraging Transformer Architecture: Harnessing Cross- Attention for Hierarchical Analysis

The growing complexity and volume of modern software have led to an increase in source code vulnerabilities, posing significant security risks. In response, deep learning-based automated source code vulnerability detection methods, particularly those utilizing source code similarity analysis, have r...

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Principais autores:	Sungmin Han, Miju Kim, Jaesik Kang, Kwangsoo Kim, Seungwoon Lee, Sangkyun Lee
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2024-01-01
coleção:	IEEE Access
Assuntos:	Code similarity contrastive learning cross-attention source code vulnerability detection transformer
Acesso em linha:	https://ieeexplore.ieee.org/document/10706239/
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