Software Vulnerability Detection Using Deep Neural Networks: A Survey

Guanjun Lin, Sheng Wen, Qing‐Long Han, +2

Proceedings of the IEEE

Software MaintenanceEngineeringMachine LearningInformation SecuritySoftware Systems +17

Cross-Project Transfer Representation Learning for Vulnerable Function Discovery

Guanjun Lin, Jun Zhang, Wei Luo, +4

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningMachine Learning ToolSoftware EngineeringSource Code Analysis +18

POSTER

Guanjun Lin, Jun Zhang, Wei Luo, +2

Source CodeVulnerability Assessment (Computing)EngineeringMachine LearningData Science +13

Software Vulnerability Discovery via Learning Multi-Domain Knowledge Bases

Guanjun Lin, Jun Zhang, Wei Luo, +4

IEEE Transactions on Dependable and Secure Computing

Software MaintenanceEngineeringMachine LearningMachine Learning ToolSoftware Engineering +20

Cyber Resilience in Healthcare Digital Twin on Lung Cancer

Jun Zhang, Lin Li, Guanjun Lin, +3

IEEE Access

Artificial IntelligenceEngineeringMachine LearningAi FoundationAi Safety +18

DeepBalance: Deep-Learning and Fuzzy Oversampling for Vulnerability Detection

Shigang Liu, Guanjun Lin, Qing‐Long Han, +3

IEEE Transactions on Fuzzy Systems

Artificial IntelligenceEngineeringMachine LearningData ScienceClass Imbalance +13

CD-VulD: Cross-Domain Vulnerability Discovery Based on Deep Domain Adaptation

Shigang Liu, Guanjun Lin, Lizhen Qu, +4

IEEE Transactions on Dependable and Secure Computing

Artificial IntelligenceEngineeringMachine LearningDistribution DivergenceSoftware Systems +16

Software Vulnerability Analysis and Discovery Using Deep Learning Techniques: A Survey

Peng Zeng, Guanjun Lin, Lei Pan, +2

IEEE Access

Software MaintenanceEngineeringMachine LearningExploitable VulnerabilitiesInformation Security +19

Near real-time twitter spam detection with machine learning techniques

Nan Sun, Guanjun Lin, Junyang Qiu, +1

International Journal of Computers and Applications

Abuse DetectionEngineeringMachine LearningSocial Medium MonitoringTwitter Spam +14

Statistical Twitter Spam Detection Demystified: Performance, Stability and Scalability

Guanjun Lin, Nan Sun, ‪Surya Nepal‬, +3

IEEE Access

Abuse DetectionEngineeringMachine LearningInformation ForensicsTraining Samples +18