BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection
Sicong Cao, Xiaobing Sun, Lili Bo, Ying Wei, Bin Li
Topics & Concepts
Computer scienceDeep learningArtificial intelligenceSource codeGraphConvolutional neural networkControl flow graphClassifier (UML)Artificial neural networkCode (set theory)Vulnerability (computing)Abstract syntax treeMachine learningData miningAbstract syntaxPattern recognition (psychology)SyntaxTheoretical computer scienceProgramming languageComputer securitySet (abstract data type)Software Engineering ResearchAdvanced Malware Detection TechniquesSoftware Reliability and Analysis Research