Detecting vulnerability in source code using CNN and LSTM network
Junjun Guo, Zhengyuan Wang, Haonan Li, Yang Xue
Topics & Concepts
Computer scienceConvolutional neural networkVulnerability (computing)Metric (unit)Artificial intelligenceSource codeCode (set theory)False positive rateFeature (linguistics)Feature extractionSoftware qualityArtificial neural networkMaintainabilitySoftwarePattern recognition (psychology)Machine learningData miningSoftware developmentComputer securityProgramming languageSet (abstract data type)Software engineeringOperations managementEconomicsLinguisticsPhilosophyAdvanced Malware Detection TechniquesSoftware Engineering ResearchSoftware Reliability and Analysis Research