Code vulnerability detection method based on graph neural network

The schemes of using neural networks for vulnerability detection are mostly based on traditional natural language processing ideas, processing the code as array samples and ignoring the structural features in the code, which may omit possible vulnerabilities. A code vulnerability detection method ba...

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Bibliographic Details

Published in:	网络与信息安全学报
Main Author:	CHEN Hao, YI Ping
Format:	Article
Language:	English
Published:	POSTS&TELECOM PRESS Co., LTD 2021-06-01
Subjects:	vulnerability detection graph neural network control flow graph intermediate representation
Online Access:	http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2021039