Identify Vulnerability Fix Commits Automatically Using Hierarchical Attention Network

The application of machine learning and deep learning in the field of vulnerability detection is a hot topic in security research, but currently it faces the problem of lack of dataset. Considering vulnerable code can be obtained from vulnerability fix commits, we propose an automatic vulnerability co...

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Detalhes bibliográficos
Main Authors: Mingxin Sun, Wenjie Wang, Hantao Feng, Hongu Sun, Yuqing Zhang
Formato: Artigo
Idioma:Inglês
Publicado em: European Alliance for Innovation (EAI) 2020-06-01
Colecção:EAI Endorsed Transactions on Security and Safety
Assuntos:
vulnerability detection
github commits
deep learning
vulnerability patch
Acesso em linha:https://eudl.eu/pdf/10.4108/eai.13-7-2018.164552
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