秦中元

期刊论文

1. Zhongyuan Qin, Yuxuan Liu, Tiantian Wang, Li-Quan Chen, Yubo Song (2026). Effective Sample Generation for Industrial Control Systems: A GAN-Based Approach. IEEE Transactions on Industrial Informatics.DOI
2. Fang Wang, Haihan Chen, Suyang Wang, Zhongyuan Qin, Fang Dong (2026). Robust ICS Anomaly Detection Using Multi-Scale Temporal Dependencies and Frequency-Domain Features. Electronics.DOI
3. Zhongyuan Qin, Kefei Lu, Yuchuan Liu, L. Chen, Yubo Song (2026). Personalized differential privacy for high-dimensional data: A random sampling and pruning privacy tree approach. Computers & security.DOI
4. 秦中元，王田田，刘伟强，张群芳（2025）. 大语言模型水印技术研究进展. 《信息网络安全》.
5. 孙南，秦中元，胡爱群，李涛（2025）. 基于仿生免疫的可编程数据平面入侵检测方法. 《信息网络安全》.
6. 刘畅，黄祺霖，刘煜川，林世鸿，秦中元，陈立全，吕勇强（2025）. 处理器数据预取器安全研究综述. 《电子与信息学报》.
7. Zhongyuan Qin, Jiarong Fan, Xujian Liu, Zeru Li, Xin Sun (2025). Effective fuzzing testcase generation based on variational auto-encoder generative adversarial network. Engineering applications of artificial intelligence.DOI
8. Yu-Bo Song, Kang-Hui Wang, Xin Sun, Zhongyuan Qin, Hua Dai, Wei-Wei Chen, Bang Lv, Jia-Qi Chen (2025). A multi-source log semantic analysis-based attack investigation approach. Computers & security.DOI
9. Yubo Song, Wei-Wei Chen, Xin Sun, Zhongyuan Qin, Hua Dai, Kang-Hui Wang, Bang Lv, Jia-Qi Chen (2025). OmniFuzz: A Multi-agent Reinforcement Learning Framework for Protocol-Aware Fuzzing in Power IoT Devices. Journal of Network and Systems Management.DOI
10. Xiaokai Si, Yubo Song, Xin Sun, Wen Wang, Zhongyuan Qin (2025). MARLFuzz: industrial control protocols fuzzing based on multi-agent reinforcement learning. Computing.DOI
11. Zhongyuan Qin, Jia-Qi Chen, Xin Sun, Yubo Song, Hua Dai, Wei-Wei Chen, Bang Lv, Kang-Hui Wang (2025). Directed grey box fuzzy testing for power terminal device firmware with intermediate representation similarity comparison. Journal of Information Security and Applications.DOI
12. Fang Wang, Yuxuan Liu, Zhongyuan Qin, Fang Dong (2025). A transformer-enhanced LSTM framework for robust malicious traffic detection in industrial control systems. Knowledge-Based Systems.DOI
13. Fang Wang, Ruihao Wang, Zhongyuan Qin (2025). Dynamic IoT Device Identification Through Single-Packet Feature Analysis. IEEE International Conference on Signal and Image Processing.DOI
14. Zhongyuan Qin, Kefei Lu, Qunfang Zhang, Dinglian Wang, Li-Quan Chen (2025). Dynamic privacy loss management: The innovation of α-confidence differential privacy filters and odometers. Computers & security.DOI
15. Dong Mao, Qiongqian Yang, Hong-Kai Wang, Zuge Chen, Chen Li, Yubo Song, Zhongyuan Qin (2024). EPFed: Achieving Optimal Balance between Privacy and Efficiency in Federated Learning. Electronics.DOI
16. Yu-Xiang Zeng, Nan Ma, Zhongyuan Qin (2024). MHFuzz: Advancing Heap Vulnerability Detection through Phased Fuzzing Strategies. IEEE International Conference on High Performance Computing and Communications.DOI
17. Yuxuan Liu, Yadong Shi, Zhongyuan Qin, Yubo Song (2024). EtherEditor: Bytecode Defense Framework for Unleashing Proactive Smart Contract Security. IEEE International Conference on High Performance Computing and Communications.DOI
18. Zhongyuan Qin, Dinglian Wang, Minghua Wang (2024). Dynamic Differential Privacy in Hierarchical Federated Learning: A Layerwise Adaptive Framework. IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom).DOI
19. Zhongyuan Qin, Shiyuan Feng, Huahao Zhao, Tao Li, Aiqun Hu (2024). BioWarp: An SDN Failure Recovery Scheme Based on Bio-Mimetic Optimization and Weighted-Cost Multi-Path Routing. IEEE International Conference on High Performance Computing and Communications (HPCC).DOI
20. Li Xiao, Liquan Chen, Ju Jia, Zhongyuan Qin, Zhangjie Fu (2024). A Lightweight Image Forgery Prevention Scheme for IoT Using GAN-Based Steganography. IEEE Transactions on Industrial Informatics.DOI
21. Longxi Han, Yingjie Zhang, Jianfei Chen, Jing Liu, Zeru Li, Zhongyuan Qin (2024). Synthesizing Diversity in Fuzzing: Applying Data Augmentation to Deep Learning for Enhanced Testcase Generation.DOI
22. 秦中元，马楠，余亚聪，陈立全（2023）. 基于双重图神经网络和自编码器的网络异常检测. 《信息网络安全》.
23. 秦中元，戈臻伟，潘经纬，陈立全（2023）. 基于虚拟可信平台模块的完整性度量方案研究. 《信息网络安全》.
24. 陈立全，朱宇航，王宇，秦中元，马旸（2023）. 基于混沌神经网络和C-MD结构的带密钥哈希函数. 《网络与信息安全学报》.
25. Xueying Zuo, Yubo Song, Runfeng Mao, Zhongyuan Qin, Xin Sun (2023). MODGF: Multi-Objective Optimization Approach for Directed Greybox Fuzzing. 2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys).DOI
26. Junlun Wu, Qianqian Ma, Xiaona Deng, Zhongyuan Qin (2023). Lightweight authentication for smart metering infrastructure in smart grid. Other Conferences.DOI
27. Kefei Lu, Zhongyuan Qin, Liquan Chen (2023). LN-PCA: Differential Privacy Protection of Medical Data Based on Principal Component Analysis Adding Laplace Noise. International Conference on Computing and Artificial Intelligence.DOI
28. Tian Yao, Jiarong Fan, Zhongyuan Qin, Li-Quan Chen (2023). A novel adversarial example generation algorithm based on WGAN-Unet. Other Conferences.DOI
29. Xiaohui Zhang, Zhongyuan Qin, Qunfang Zhang (2023). Research on the pseudorandom sequence generator based on compertz map and piecewise map. Other Conferences.DOI
30. Zhenwei Ge, Chao Zhang, Zhongyuan Qin, Xin Sun, Wen Wang (2023). CAEG: crash-based automatic exploit generation. Other Conferences.DOI
31. Zhongyuan Qin, Jiarong Fan, Zeru Li, Xujian Liu, Xin Sun (2023). CWGAN-GP: Fuzzing Testcase Generation Method based on Conditional Generative Adversarial Network. IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom).DOI
32. Zeru Li, Zhongyuan Qin, Xin Sun, Wen Wang (2023). Efficient fuzzing testcases generation based on SAGAN.DOI
33. Wenhui Wang, PEngland Zhwng, Guichen Wei, Zhenwei Ge, Zhongyuan Qin, Xin Sun (2023). Buffer Overflow Vulnerability Detection Based on Static Analysis-assisted Symbolic Execution. International Symposium on Computer Engineering and Intelligent Communications (ISCEIC).DOI
34. Jintao Xue, Zihan Yu, Yubo Song, Zhongyuan Qin, Xin Sun, Wen Wang (2023). VulSAT: Source Code Vulnerability Detection Scheme Based on SAT Structure.DOI
35. Changlong Yan, Nan Sun, Tao Li, Zhongyuan Qin, Aiqun Hu (2023). SDN Path Recovery Scheme Using Bionic-Based Self-Healing Mechanism.DOI
36. Yadong Shi, Hui Zuo, Qunfang Zhang, Zhongyuan Qin, Liquan Chen, Xuxian Jiang (2023). Automatic Patching of Smart Contract Vulnerabilities Based on Comprehensive Bytecode Rewriting.DOI
37. Xiaona Deng, Zhongyuan Qin, Junlun Wu, Qianqian Ma (2023). Lightweight Authentication for Resource-Constrained Devices in Smart Grid.DOI
38. Guo‐Qiang Zeng, Wen Jing Zhou, Zhongyuan Qin, Xin Sun, Wen Wang (2023). CVulDetector: Cross-domain Vulnerability Detection Based on Transfer Learning.DOI
39. Chao Zhang, Zhongyuan Qin, Liquan Chen, Xin Sun, Wen Wang (2023). AutoExploit: Automatic Exploit Generation with Security Mitigation.DOI
40. Zihao Wu, Yuxuan Liu, Zhongyuan Qin, Xin Sun, Wen Wang (2023). JDart-Hea: Hybrid Evolutionary Algorithm in Dynamic Symbolic Execution.DOI
41. Hui Zuo, Yadong Shi, Zhongyuan Qin, Xuxian Jiang (2023). Smart Contract Bytecode Similarity Detection Based on Self-supervised Learning.DOI
42. 李洋，余亚聪，张立武，邱兰馨，曹委，秦中元（2022）. 基于无监督学习的智能电网入侵检测. 《计算机系统应用》.
43. 秦中元，贺兆祥，李涛，陈立全（2022）. 基于图像重构的MNIST对抗样本防御算法. 《网络与信息安全学报》.
44. 龚亮亮，陈振昂，张影，吕超，何莉媛，罗先南，秦中元（2022）. 基于基站辅助的电力5G终端GPS欺骗检测. 《计算机系统应用》.
45. Dong Mao, Junlun Wu, Han-Yu Rao, Chen Zhang, Shan Chen, Zhongyuan Qin (2022). An Identity Based Key Update Scheme for Energy Internet Edge Devices. 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN).DOI
46. Xin Sun, Wen Wang, Xujian Liu, Jiarong Fan, Zeru Li, Yubo Song, Zhongyuan Qin (2022). VecSeeds: Generate fuzzing testcases from latent vectors based on VAE-GAN. International Conference on Trust, Security and Privacy in Computing and Communications.DOI
47. Han-Yu Rao, Qianqian Ma, Dong Mao, Chen Zhang, Zhongyuan Qin (2022). Multi-dimensional User Data Security Aggregation in Energy Internet. 2022 IEEE 10th International Conference on Information, Communication and Networks (ICICN).DOI
48. Lei Zhang, Dong Mao, Zuge Chen, Yubo Song, Liquan Chen, Zhongyuan Qin (2022). Smart Grid Data Aggregation Scheme Based on Local Differential Privacy. International Conference on Trust, Security and Privacy in Computing and Communications.DOI
49. Zihan Yu, Jintao Xue, Xin Sun, Wen Wang, Yu-Bo Song, Liquan Chen, Zhongyuan Qin (2022). VulMiningBGS: Detection of overflow vulnerabilities based on graph similarity. International Conference on Computational Intelligence and Security.DOI
50. 秦中元，胡宁，方兰婷（2021）. 基于免疫仿生机理和图神经网络的网络异常检测方法. 《信息网络安全》.
51. Zhonglin Ding, Yang Hu, Wei Luo, Zhongming Huang, Lei Zhang, Zhongyuan Qin (2021). Security Analysis of Embedded SIM Remote Provisioning Protocol Using SPIN. International Conference on Communication and Network Security.DOI
52. Zhonglin Ding, Yang Hu, Wei Luo, Zhongming Huang, Jintao Xue, Zhongyuan Qin (2021). Formal Analysis and Verification of Embedded SIM Session Key Agreement Protocol. EITCE.DOI
53. Xujian Liu, Zihan Yu, Zhiyong Song, Liquan Chen, Zhongyuan Qin (2021). MDSDroid: A Multi-level Detection System for Android Repackaged Applications. IEEE International Conference on Signal and Image Processing.DOI
54. Zhao-Feng He, Zihan Yu, Liquan Chen, Zhongyuan Qin, Qunfang Zhang, Yi-Peng Zhang (2021). MAKE: A Combined Autoencoder to Detect Adversarial Examples. IEEE International Conference on Signal and Image Processing.DOI
55. Yacong Yu, Lei Zhang, Liquan Chen, Zhongyuan Qin (2021). Adversarial Samples Generation Based on RMSProp. IEEE International Conference on Signal and Image Processing.DOI
56. Shupeng Wang, Xujian Liu, Ge Wu, Liquan Chen, Zhongyuan Qin, Qunfang Zhang, Yi-Peng Zhang (2021). Pivot-V: An Optimized Algorithm for Password Generation in PCFGs Model. IEEE International Conference on Signal and Image Processing.DOI
57. Liangyu Ji, Tian Yao, Ge Wu, Liquan Chen, Zhongyuan Qin (2021). ERGA: An Effective Region Gradient Algorithm for Adversarial Example Generation. EITCE.DOI
58. Jia-Rui Cui, Tian Yao, Changlong Yan, Ge Wu, Liquan Chen, Zhongyuan Qin (2021). Information Hiding of Specific Image Region Using Adversarial Examples. IEEE International Conference on Signal and Image Processing.DOI
59. 胡宁，方兰婷，秦中元（2020）. 基于随机森林和深度自编码高斯混合模型的无监督入侵检测方法. 《网络空间安全》.
60. 陈振昂，黄星期，秦中元（2020）. 基于图像处理和卷积神经网络的文本验证码识别方案. 《网络空间安全》.
61. 秦中元，陆凯，张群芳，黄星期（2019）. 一种二进制私有协议字段格式划分方法. 《小型微型计算机系统》.
62. 秦中元，韩尹，张群芳，朱雪金（2019）. 一种改进的多私钥生成中心云存储访问控制方案. 《信息网络安全》.
63. 秦中元，韩尹，朱雪金（2019）. 基于改进DGHV算法的云存储密文全文检索研究. 《信息网络安全》.
64. 秦中元，韩尹，张群芳，崔家瑞（2019）. 一种高可靠的多云存储密码管理器. 《东南大学学报(自然科学版)》.
65. 秦中元，张峻瑞，张群芳，宋志勇（2018）. 基于Inject和Hook的安卓终端管控技术. 《信息网络安全》.
66. Zhongyuan Qin, W. Pan, Ying Xu, Kerong Feng, Zhong-Yun Yang (2016). An Efficient Scheme of Detecting Repackaged Android Applications.
67. Zhongyuan Qin, Xinshuai Zhang, Kerong Feng, Qunfang Zhang, Jie Huang (2015). An Efficient Key Management Scheme Based on ECC and AVL Tree for Large Scale Wireless Sensor Networks. Int. J. Distributed Sens. Networks.DOI
68. 梁彪，郑勇鑫，王玉莹，秦中元（2014）. 基于模运算标签分类的RFID标签防碰撞识别方法. 《无线互联科技》.
69. Zhongyuan Qin, Yong-Xing Zheng, Yuying Wang, Jie Huang (2014). RFID Tag Anticollision Scheme Using Modular Arithmetic.DOI
70. Zhongyuan Qin, Kerong Feng, Shuaiqi Hu, Lei Tao, Zunli Hu, Xinshuai Zhang, Jie Huang (2014). A Novel Identity-Based Security Scheme for Wireless Sensor Networks. 2014 Tenth International Conference on Computational Intelligence and Security.DOI
71. Zhongyuan Qin, Zhong-Yun Yang, Zhi-Yuan Wang, Fu-Bao Wu, Qian-Yi Xu, Yan-Tian You, Ying-Zheng Wu (2014). Method for detecting Android malicious software based on program flow chart.
72. Yuying Wang, Zhongyuan Qin, Qunfang Zhang, Hengkang Wang, Jie Huang (2014). A Key Pre-distribution Scheme Based on Multiple Key Spaces in Wireless Sensor Networks. 2014 Tenth International Conference on Computational Intelligence and Security.DOI
73. Zhongyuan Qin, Yuying Wang, Hengkang Wang, Jie Huang (2014). A Novel Key Pre-distribution Scheme in Wireless Sensor Networks. 2014 Tenth International Conference on Computational Intelligence and Security.DOI
74. Zhongyuan Qin, Zhong-Yun Yang, Yuxing Di, Qunfang Zhang, Xinshuai Zhang, Zhi-Wei Zhang (2014). Detecting Repackaged Android Applications.DOI
75. Chun-Ting Huang, Lei Huang, Zhongyuan Qin, Hang Yuan, Lan Feng Zhou, Vijay Varadharajan, C.‐C. Jay Kuo (2014). Survey on securing data storage in the cloud. APSIPA Transactions on Signal and Information Processing.DOI
76. 秦中元，徐毓青，梁彪，张群芳，黄杰（2013）. 一种Android平台恶意软件静态检测方法. 《东南大学学报(自然科学版)》.
77. Chang-Sheng Wan, Juan Zhang, Lin Zhou, Zhongyuan Qin (2013). A Key Management and Public Auditing Scheme for Outsourced Data.DOI
78. Zhongyuan Qin, Yu-Qing Xu, Yuxing Di, Qunfang Zhang, Jie Huang (2013). Android Malware Detection Based on Permission and Behavior Analysis.DOI
79. Chang-Sheng Wan, Juan Zhang, Lin Zhou, Zhongyuan Qin (2013). Using the Pairing Function for Distributed Access Control in Cloud Computing.DOI
80. Zhongyuan Qin, Qi Chen, You Lv, Yong Qiang, Ai-Wen Guo, Ri-Sheng Shen, Qunfang Zhang (2013). AN ACCESS CONTROL MODEL OF VIRTUAL MACHINE SECURITY.DOI
81. Zhongyuan Qin, Zhong-Yun Yang (2013). Method for quickly computing similarity of software.
82. Zhongyuan Qin, Yun-Yan Song, Qunfang Zhang, Jie Huang (2013). Cloud Storage Retrievability Based On Third Party Audit. International Conference on Cloud Computing.DOI
83. Chang-Sheng Wan, Juan Zhang, Lin Zhou, Zhongyuan Qin (2013). A Distributed Access Control Scheme For Cloud Computing.DOI
84. Zhongyuan Qin, Yu-Qing Xu, Biao Liang, Qunfang Zhang, Jie Huang (2013). An Android malware static detection method.
85. Zhongyuan Qin, Xinshuai Zhang, Qunfang Zhang, Zhong-Yun Yang (2013). An efficient method of detecting repackaged android applications.DOI
86. Zhongyuan Qin, Qunfang Zhang, Chang-Sheng Wan, Yuxing Di (2012). State-of-the-art Virtualization Security in Cloud Computing ⋆.
87. Kejun Xin, Gang Li, Zhongyuan Qin, Qunfang Zhang (2012). Malware Detection in Smartphone Using Hidden Markov Model. 2012 Fourth International Conference on Multimedia Information Networking and Security.DOI
88. Chun-Ting Huang, Zhongyuan Qin, C.-C. Jay Kuo (2011). Multimedia storage security in cloud computing: An overview. IEEE International Workshop on Multimedia Signal Processing.DOI
89. Zhongyuan Qin, Nan-Nan Chen, Qunfang Zhang, Yuxing Di (2011). Mobile Phone Viruses Detection Based on HMM. 2011 Third International Conference on Multimedia Information Networking and Security.DOI
90. Zhongyuan Qin, Jie Huang, Qiuhui He (2009). Monitoring Architecture for UMTS Networks. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
91. 丰昆剑，桂林，秦中元（2008）. GPS在移动监控系统中的应用. 《信息化研究》.
92. Zhongyuan Qin (2008). Application of GPS in Mobile Surveillance System. Electronic Engineer.
93. Zhongyuan Qin, Ai-qun Hu, Jie Huang, R. Jiang, Ya-Jun Wu (2008). A mobile Internet data load allocation method based on network processor.
94. 梁彪，胡爱群，秦中元（2007）. 一种新的RFID防碰撞算法设计. 《电子与信息学报》.
95. 秦中元，黄杰（2007）. 基于网络处理器的CDMA2000 R-P接口协议分析系统. 《全国网络与信息安全技术研讨会》.
96. 秦中元，梁彪，刘威，罗坚（2007）. 安全的可扩展无线视频监控系统. 《安防科技》.
97. 秦中元，周丽红，傅渤（2006）. 一种适合于窄过渡带FIR滤波器设计的方法. 《信息化研究》.
98. Zhongyuan Qin, Aiqun Hu (2006). Trusted Computing System and Its Current Research. Jisuanji gongcheng.
99. 张勇，张德运，秦中元（2001）. 基于饱和割集算法的大型网络设计的优化分析和研究. 《计算机工程与设计》.
100. Chun-Ting Huang, Lei Huang, Zhongyuan Qin, Hang Yuan, Lan Zhou, V. Varadharajan, C.-C., Jay Kuo. Apsipa Transactions on Signal and Information Processing Additional Services for Apsipa Transactions on Signal and Information Processing: Survey on Securing Data Storage in the Cloud.

预印本

1. Zhongyuan Qin, Chunbao Qin, Liquan Chen (2025). 1-Linn: 1 × 1 Reversible Convolutions Based on Lightweight Inverseneural Networks for Image Steganography. SSRN Electronic Journal.DOI
2. Zhongyuan Qin, Kefei Lu, Qunfang Zhang, Yubo Song, Liquan Chen (2025). Multi Level Release of Local Differential Privacy Data. SSRN Electronic Journal.DOI