Sicong Cao

According to our database, Sicong Cao authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hierarchy-Aware Representation Learning for Industrial IoT Vulnerability Classification.

Sicong Cao, Xiaobing Sun, Xinye Yang, Xiaoxue Wu, Wei Liu, Bin Li

IEEE Trans. Ind. Informatics, October, 2024

EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices.

Sicong Cao, Xiaobing Sun, Wei Liu, Di Wu, Jiale Zhang, Yan Li, Tom H. Luan, Longxiang Gao

IEEE Internet Things J., June, 2024

Learning to Detect Memory-related Vulnerabilities.

Sicong Cao, Xiaobing Sun, Lili Bo, Rongxin Wu, Bin Li, Xiaoxue Wu, Chuanqi Tao, Tao Zhang, Wei Liu

ACM Trans. Softw. Eng. Methodol., February, 2024

Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead.

Xin Zhou, Sicong Cao, Xiaobing Sun, David Lo

CoRR, 2024

A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research.

Sicong Cao, Xiaobing Sun, Ratnadira Widyasari, David Lo, Xiaoxue Wu, Lili Bo, Jiale Zhang, Bin Li, Wei Liu, Di Wu, Yixin Chen

CoRR, 2024

Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems.

Sicong Cao, Xiaobing Sun, Xiaoxue Wu, David Lo, Lili Bo, Bin Li, Wei Liu

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023

ODDFuzz: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing.

Sicong Cao, Biao He, Xiaobing Sun, Yu Ouyang, Chao Zhang, Xiaoxue Wu, Ting Su, Lili Bo, Bin Li, Chuanlei Ma, Jiajia Li, Tao Wei

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Improving Java Deserialization Gadget Chain Mining via Overriding-Guided Object Generation.

Sicong Cao, Xiaobing Sun, Xiaoxue Wu, Lili Bo, Bin Li, Rongxin Wu, Wei Liu, Biao He, Yu Ouyang, Jiajia Li

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022

SPVF: security property assisted vulnerability fixing via attention-based models.

Zhou Zhou, Lili Bo, Xiaoxue Wu, Xiaobing Sun, Tao Zhang, Bin Li, Jiale Zhang, Sicong Cao

Empir. Softw. Eng., 2022

MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural Networks.

Sicong Cao, Xiaobing Sun, Lili Bo, Rongxin Wu, Bin Li, Chuanqi Tao

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

A comprehensive study on security bug characteristics.

Ying Wei, Xiaobing Sun, Lili Bo, Sicong Cao, Xin Xia, Bin Li

J. Softw. Evol. Process., 2021

<i>BGNN4VD</i>: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection.

Sicong Cao, Xiaobing Sun, Lili Bo, Ying Wei, Bin Li

Inf. Softw. Technol., 2021

GrasP: Graph-to-Sequence Learning for Automated Program Repair.

Ben Tang, Bin Li, Lili Bo, Xiaoxue Wu, Sicong Cao, Xiaobing Sun

Proceedings of the 21st IEEE International Conference on Software Quality, 2021