Identify Vulnerability Fix Commits Automatically Using Hierarchical Attention Network

Sun, Mingxin and Wang, Wenjie and Feng, Hantao and Sun, Hongu and Zhang, Yuqing (2020) Identify Vulnerability Fix Commits Automatically Using Hierarchical Attention Network. EAI Endorsed Transactions on Security and Safety.

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Abstract

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

Item Type: Article
Date Deposited: 04 Mar 2026 13:26
Last Modified: 11 Apr 2026 22:32
URI: http://eprints.eai.eu/id/eprint/29777

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