DeepWukong: Statically Detecting Software Vulnerabilities Using Deep Graph Neural Network

Static bug detection has shown its effectiveness in detecting well-defined memory errors, e.g., memory leaks, buffer overflows, and null dereference. However, modern software systems have a wide variety of vulnerabilities. These vulnerabilities are extremely complicated with sophisticated programmin...

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Veröffentlicht in:	ACM transactions on software engineering and methodology 2021-05, Vol.30 (3), p.1-33, Article 38
Hauptverfasser:	Cheng, Xiao, Wang, Haoyu, Hua, Jiayi, Xu, Guoai, Sui, Yulei
Format:	Artikel
Sprache:	eng
Schlagworte:	Automated static analysis Computing methodologies Formal methods Machine learning Security and privacy Software and application security Software and its engineering Software functional properties Software organization and properties Software security engineering
Online-Zugang:	Volltext
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