Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism
Jinfu Chen, Weijia Wang, Bo Liu, Saihua Cai, Dave Towey, Shengran Wang
Topics & Concepts
Computer scienceConvolutional neural networkDeep learningArtificial intelligenceVulnerability (computing)Code (set theory)Feature (linguistics)Source codeConstruct (python library)Machine learningSemantics (computer science)Pattern recognition (psychology)Artificial neural networkData miningProgramming languageLinguisticsPhilosophySet (abstract data type)Computer securityAdvanced Malware Detection TechniquesSoftware Reliability and Analysis ResearchSoftware Testing and Debugging Techniques