Sicong Cao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Literature Review

Graph Representation

Detection Algorithm

Top Venues

Inf. Softw. Technol.

ACM Trans. Softw. Eng. Methodol.

Publications

Xin Zhou, Sicong Cao, Xiaobing Sun, David Lo
Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead. CoRR (2024)
Sicong Cao, Xiaobing Sun, Ratnadira Widyasari, David Lo, Xiaoxue Wu, Lili Bo, Jiale Zhang, Bin Li, Wei Liu, Di Wu, Yixin Chen
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research. CoRR (2024)
Sicong Cao, Xiaobing Sun, Xiaoxue Wu, David Lo, Lili Bo, Bin Li, Wei Liu
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems. ICSE (2024)
Sicong Cao, Xiaobing Sun, Lili Bo, Rongxin Wu, Bin Li, Xiaoxue Wu, Chuanqi Tao, Tao Zhang, Wei Liu
Learning to Detect Memory-related Vulnerabilities. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Sicong Cao, Xiaobing Sun, Wei Liu, Di Wu, Jiale Zhang, Yan Li, Tom H. Luan, Longxiang Gao
EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices. IEEE Internet Things J. 11 (12) (2024)
Sicong Cao, Xiaobing Sun, Xiaoxue Wu, David Lo, Lili Bo, Bin Li, Wei Liu
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems. CoRR (2024)
Sicong Cao, Xiaobing Sun, Xiaoxue Wu, Lili Bo, Bin Li, Rongxin Wu, Wei Liu, Biao He, Yu Ouyang, Jiajia Li
Improving Java Deserialization Gadget Chain Mining via Overriding-Guided Object Generation. CoRR (2023)
Sicong Cao, Biao He, Xiaobing Sun, Yu Ouyang, Chao Zhang, Xiaoxue Wu, Ting Su, Lili Bo, Bin Li, Chuanlei Ma, Jiajia Li, Tao Wei
ODDFuzz: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing. SP (2023)
Sicong Cao, Xiaobing Sun, Xiaoxue Wu, Lili Bo, Bin Li, Rongxin Wu, Wei Liu, Biao He, Yu Ouyang, Jiajia Li
Improving Java Deserialization Gadget Chain Mining via Overriding-Guided Object Generation. ICSE (2023)
Sicong Cao, Biao He, Xiaobing Sun, Yu Ouyang, Chao Zhang, Xiaoxue Wu, Ting Su, Lili Bo, Bin Li, Chuanlei Ma, Jiajia Li, Tao Wei
ODDFUZZ: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing. CoRR (2023)
Zhou Zhou, Lili Bo, Xiaoxue Wu, Xiaobing Sun, Tao Zhang, Bin Li, Jiale Zhang, Sicong Cao
SPVF: security property assisted vulnerability fixing via attention-based models. Empir. Softw. Eng. 27 (7) (2022)
Sicong Cao, Xiaobing Sun, Lili Bo, Rongxin Wu, Bin Li, Chuanqi Tao
MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural Networks. CoRR (2022)
Sicong Cao, Xiaobing Sun, Lili Bo, Rongxin Wu, Bin Li, Chuanqi Tao
MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural Networks. ICSE (2022)
Ying Wei, Xiaobing Sun, Lili Bo, Sicong Cao, Xin Xia, Bin Li
A comprehensive study on security bug characteristics. J. Softw. Evol. Process. 33 (10) (2021)
Sicong Cao, Xiaobing Sun, Lili Bo, Ying Wei, Bin Li
: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection. Inf. Softw. Technol. 136 (2021)
Ben Tang, Bin Li, Lili Bo, Xiaoxue Wu, Sicong Cao, Xiaobing Sun
GrasP: Graph-to-Sequence Learning for Automated Program Repair. QRS (2021)