Sicong Cao
Publications by Year
Research Areas
Software Engineering Research, Advanced Malware Detection Techniques, Adversarial Robustness in Machine Learning, Software Testing and Debugging Techniques, Security and Verification in Computing
Most-Cited Works
- → BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection(2021)215 cited
- → MVD(2022)95 cited
- → Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead(2024)67 cited
- → ODDFuzz: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing(2023)28 cited
- → A comprehensive study on security bug characteristics(2021)26 cited
- → Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems(2024)25 cited
- → Improving Java Deserialization Gadget Chain Mining via Overriding-Guided Object Generation(2023)22 cited
- → Learning to Detect Memory-related Vulnerabilities(2023)18 cited
- → SPVF: security property assisted vulnerability fixing via attention-based models(2022)16 cited
- → GrasP: Graph-to-Sequence Learning for Automated Program Repair(2021)5 cited