Zhen Li

36 papers A* 6A 1B 2C 3Misc 1Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Causal Learning Framework for Enhancing Robustness of Source Code Models.
Proc. ACM Softw. Eng.
Junyao Ye, Zhen Li, Xi Tang, Deqing Zou, Shouhuai Xu, Weizhong Qiang, Hai Jin
2025 J jnl
MalPacDetector: An LLM-Based Malicious NPM Package Detector.
IEEE Trans. Inf. Forensics Secur.
Jian Wang, Zhen Li, Jixiang Qu, Deqing Zou, Shouhuai Xu, Ziteng Xu, Zhenwei Wang, Hai Jin
2025 J jnl
Semantically-Equivalent Transformations-Based Backdoor Attacks against Neural Code Models: Characterization and Mitigation.
CoRR
Junyao Ye, Zhen Li, Xi Tang, Shouhuai Xu, Deqing Zou, Zhongsheng Yuan
2025 A* conf
SoK: Automated Vulnerability Repair: Methods, Tools, and Assessments.
USENIX Security Symposium
Yiwei Hu, Zhen Li, Kedie Shu, Shenghua Guan, Deqing Zou, Shouhuai Xu, Bin Yuan, Hai Jin
2025 J jnl
SoK: Automated Vulnerability Repair: Methods, Tools, and Assessments.
CoRR
Yiwei Hu, Zhen Li, Kedie Shu, Shenghua Guan, Deqing Zou, Shouhuai Xu, Bin Yuan, Hai Jin
2024 J jnl
Leakage of Authorization-Data in IoT Device Sharing: New Attacks and Countermeasure.
IEEE Trans. Dependable Secur. Comput.
Bin Yuan, Maogen Yang, Zhen Xu, Qunjinming Chen, Zhanxiang Song, Zhen Li, Deqing Zou, Hai Jin
2024 A* conf
On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities.
ICSE
Zhen Li, Ning Wang, Deqing Zou, Yating Li, Ruqian Zhang, Shouhuai Xu, Chao Zhang, Hai Jin
2024 J jnl
On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities.
CoRR
Zhen Li, Ning Wang, Deqing Zou, Yating Li, Ruqian Zhang, Shouhuai Xu, Chao Zhang, Hai Jin
2024 J jnl
Reducing the Impact of Time Evolution on Source Code Authorship Attribution via Domain Adaptation.
ACM Trans. Softw. Eng. Methodol.
Zhen Li, Shasha Zhao, Chen Chen, Qian Chen
2024 J jnl
Toward Automated Attack Discovery in SDN Controllers Through Formal Verification.
IEEE Trans. Netw. Serv. Manag.
Bin Yuan, Chi Zhang, Jiajun Ren, Qunjinming Chen, Biang Xu, Qiankun Zhang, Zhen Li, Deqing Zou, Fan Zhang, Hai Jin
2023 J jnl
A comparative study of adversarial training methods for neural models of source code.
Future Gener. Comput. Syst.
Zhen Li, Xiang Huang, Yangrui Li, Guenevere Chen
2023 A* conf
Enhancing Deep Learning-based Vulnerability Detection by Building Behavior Graph Model.
ICSE
Bin Yuan, Yifan Lu, Yilin Fang, Yueming Wu, Deqing Zou, Zhen Li, Zhi Li, Hai Jin
2023 J jnl
Network intrusion detection based on the temporal convolutional model.
Comput. Secur.
Ivandro Ortet Lopes, Deqing Zou, Ihsan H. Abdulqadder, Saeed Akbar, Zhen Li, Francis A. Ruambo, Wagner Pereira
2023 A* conf
Robin: A Novel Method to Produce Robust Interpreters for Deep Learning-Based Code Classifiers.
ASE
Zhen Li, Ruqian Zhang, Deqing Zou, Ning Wang, Yating Li, Shouhuai Xu, Chen Chen, Hai Jin
2023 J jnl
Robin: A Novel Method to Produce Robust Interpreters for Deep Learning-Based Code Classifiers.
CoRR
Zhen Li, Ruqian Zhang, Deqing Zou, Ning Wang, Yating Li, Shouhuai Xu, Chen Chen, Hai Jin
2022 B conf
Generating Adversarial Source Programs Using Important Tokens-based Structural Transformations.
ICECCS
Penglong Chen, Zhen Li, Yu Wen, Lili Liu
2022 J jnl
Investigating the impact of vulnerability datasets on deep learning-based vulnerability detectors.
PeerJ Comput. Sci.
Lili Liu, Zhen Li, Yu Wen, Penglong Chen
2022 A* conf
RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation.
ICSE
Zhen Li, Qian (Guenevere) Chen, Chen Chen, Yayi Zou, Shouhuai Xu
2022 J jnl
RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation.
CoRR
Zhen Li, Guenevere Chen, Chen Chen, Yayi Zou, Shouhuai Xu
2022 J jnl
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities.
IEEE Trans. Dependable Secur. Comput.
Zhen Li, Deqing Zou, Shouhuai Xu, Hai Jin, Yawei Zhu, Zhaoxuan Chen
2022 C conf
Towards Improving Multiple Authorship Attribution of Source Code.
QRS
PengNan Hao, Zhen Li, Cui Liu, Yu Wen, Fanming Liu
2022 J jnl
VulDeeLocator: A Deep Learning-Based Fine-Grained Vulnerability Detector.
IEEE Trans. Dependable Secur. Comput.
Zhen Li, Deqing Zou, Shouhuai Xu, Zhaoxuan Chen, Yawei Zhu, Hai Jin
2021 J jnl
$\mu$μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection.
IEEE Trans. Dependable Secur. Comput.
Deqing Zou, Sujuan Wang, Shouhuai Xu, Zhen Li, Hai Jin
2021 C conf
Generating Adversarial Examples of Source Code Classification Models via Q-Learning-Based Markov Decision Process.
QRS
Junfeng Tian, Chenxin Wang, Zhen Li, Yu Wen
2021 J jnl
Interpreting Deep Learning-based Vulnerability Detector Predictions Based on Heuristic Searching.
ACM Trans. Softw. Eng. Methodol.
Deqing Zou, Yawei Zhu, Shouhuai Xu, Zhen Li, Hai Jin, Hengkai Ye
2021 J jnl
Towards Making Deep Learning-based Vulnerability Detectors Robust.
CoRR
Zhen Li, Jing Tang, Deqing Zou, Qian Chen, Shouhuai Xu, Chao Zhang, Yichen Li, Hai Jin
2020 J jnl
VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector.
CoRR
Zhen Li, Deqing Zou, Shouhuai Xu, Zhaoxuan Chen, Yawei Zhu, Hai Jin
2020 J jnl
μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection.
CoRR
Deqing Zou, Sujuan Wang, Shouhuai Xu, Zhen Li, Hai Jin
2019 J jnl
A Comparative Study of Deep Learning-Based Vulnerability Detection System.
IEEE Access
Zhen Li, Deqing Zou, Jing Tang, Zhihao Zhang, Mingqian Sun, Hai Jin
2019 C conf
AutoCVSS: An Approach for Automatic Assessment of Vulnerability Severity Based on Attack Process.
GPC
Deqing Zou, Ju Yang, Zhen Li, Hai Jin, Xiaojing Ma
2018 Misc conf
Automatically Identifying Security Bug Reports via Multitype Features Analysis.
ACISP
Deqing Zou, Zhijun Deng, Zhen Li, Hai Jin
2018 J jnl
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities.
CoRR
Zhen Li, Deqing Zou, Shouhuai Xu, Hai Jin, Yawei Zhu, Zhaoxuan Chen, Sujuan Wang, Jialai Wang
2018 A* conf
VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.
NDSS
Zhen Li, Deqing Zou, Shouhuai Xu, Xinyu Ou, Hai Jin, Sujuan Wang, Zhijun Deng, Yuyi Zhong
2018 J jnl
VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.
CoRR
Zhen Li, Deqing Zou, Shouhuai Xu, Xinyu Ou, Hai Jin, Sujuan Wang, Zhijun Deng, Yuyi Zhong
2017 B conf
SCVD: A New Semantics-Based Approach for Cloned Vulnerable Code Detection.
DIMVA
Deqing Zou, Hanchao Qi, Zhen Li, Song Wu, Hai Jin, Guozhong Sun, Sujuan Wang, Yuyi Zhong
2016 A conf
VulPecker: an automated vulnerability detection system based on code similarity analysis.
ACSAC
Zhen Li, Deqing Zou, Shouhuai Xu, Hai Jin, Hanchao Qi, Jie Hu