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Journal Articles
- 2024
[j6]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): 22385-22398 (2024)- [j5]Sicong Cao, Xiaobing Sun, Xinye Yang, Xiaoxue Wu, Wei Liu, Bin Li:
Hierarchy-Aware Representation Learning for Industrial IoT Vulnerability Classification. IEEE Trans. Ind. Informatics 20(10): 11763-11773 (2024) - [j4]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): 43:1-43:35 (2024) - 2022
- [j3]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): 171 (2022) - 2021
- [j2]Sicong Cao, Xiaobing Sun, Lili Bo, Ying Wei, Bin Li:
BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection. Inf. Softw. Technol. 136: 106576 (2021) - [j1]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)
Conference and Workshop Papers
- 2024
- [c5]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: 155:1-155:13 - 2023
- [c4]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: 397-409 - [c3]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: 2726-2743 - 2022
- [c2]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: 1456-1468 - 2021
- [c1]Ben Tang, Bin Li, Lili Bo, Xiaoxue Wu, Sicong Cao, Xiaobing Sun:
GrasP: Graph-to-Sequence Learning for Automated Program Repair. QRS 2021: 819-828
Informal and Other Publications
- 2024
- [i6]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 abs/2401.14617 (2024) - [i5]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 abs/2401.14886 (2024) - [i4]Xin Zhou, Sicong Cao, Xiaobing Sun, David Lo:
Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead. CoRR abs/2404.02525 (2024) - 2023
- [i3]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 abs/2303.07593 (2023) - [i2]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 abs/2304.04233 (2023) - 2022
- [i1]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 abs/2203.02660 (2022)
Coauthor Index
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