Detect software vulnerabilities with weight biases via graph neural networks
Huijiang Liu, Shuirou Jiang, Xuexin Qi, Yang Qu, Hui Li, Tingting Li, Cheng Guo, Shikai Guo
Topics & Concepts
Computer scienceCall graphComponent (thermodynamics)Secure codingSoftwareCode (set theory)GraphArtificial neural networkStatic program analysisSoftware security assuranceEmbeddingArtificial intelligenceMachine learningTheoretical computer scienceComputer securityProgramming languageSoftware developmentInformation securitySecurity servicePhysicsSet (abstract data type)ThermodynamicsSoftware Engineering ResearchSoftware Reliability and Analysis ResearchAdvanced Malware Detection Techniques