Prof. Shi Dong

Zhoukou Normal University, China

Professor

Email: [email protected];[email protected]

Qualifications

2015-2016 Visiting Scholar, Washington University in Saint Louis, US

2013-2017 Post Doctor, School of Computer Science & Technology, Huazhong University of Science and Technology, China

2009-2013 Ph.D., Southeast University, China

2006-2009 M.S., University of Electronic Science and Technology of China, Chengdu, China

1999-2003 B.S., Computer Technology School of Computer Science and technology, Henan University, China

Publications (Only some papers are listed)

Journals

1. Shi Dong*, et al. Android Zero-Day Guard: Zero-Shot Malware Detection Using Deep Learning and Generative Models[J]. IEEE Transactions on Network and Service Management, 2026.
2. Shi Dong*, et al. Privacy-Preserving Task Offloading Scheme Based on Blockchain Federated Learning in End-Edge-Cloud Computing Environments[J]. IEEE Internet of Things Journal, 2026.
3. Shi Dong*, et al. A novel detection method for unknown android malware via image representation[J]. Journal of Information Security and Applications, 2026, 99: 104451.
4. Shi Dong*, et al. "Device Identification Method for Internet of Things Based on Spatial-Temporal Feature Residuals." IEEE Transactions on Services Computing (2024).
5. Shi Dong*, Rajkumar Buyya, et al. "Task offloading strategies for mobile edge computing: A survey." Computer Networks (2024): 110791.
6. Shi Dong*, et al. "Improved PBFT Consensus Mechanism Based on Voting Sort Clustering Partition With Group Signature for IoT." IEEE Transactions on Intelligent Transportation Systems (2024).
7. Shi Dong*, Longhui Shu, Shan Nie. Android Malware Detection Method Based on CNN and DNN Bybrid Mechanism[J]. IEEE Transactions on Industrial Informatics, 2024.
8. Shi Dong，Yuanjun Xia*. Network Abnormal Traffic Detection Framework Based on Deep Reinforcement Learning[J]. IEEE Wireless Communications.
9. Shi Dong et al. A Comprehensive Survey on Authentication and Attack Detection Schemes That Threaten It in Vehicular Ad-Hoc Networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2023.
10. Shi Dong* et al. Quantum Particle Swarm Optimization for Task Offloading in Mobile Edge Computing[J].IEEE Transactions on Industrial Informatics: 2022. SCI Index.
11. Su, Huadong, Shi Dong*, and Ting Zhang. "A hybrid blockchain-based privacy-preserving authentication scheme for Vehicular Ad Hoc Networks." IEEE Transactions on Vehicular Technology (2024).
12. Longhui Shu, Shi Dong* et al. Android Malware Detection Methods Based on Convolutional Neural Network: A Survey[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023.SCI Index.
13. Shi Dong* et al. A-CAVE: Network abnormal traffic detection algorithm based on variational autoencoder[J].ICT Express: 2022. SCI Index.
14. Shi Dong* et al. Network Abnormal Traffic Detection Model Based on Semi-Supervised Deep Reinforcement Learning[J].IEEE Transactions on Network and Service Management: 2021. SCI Index.
15. Shi Dong* et al. Distributed Data Gathering Algorithm Based on Spanning Tree. IEEE Systems Journal:2021.3 SCI Index.
16. Shi Dong* et al. A survey on deep learning and its applications[J].Computer Science Review, 2021, 40: 100379. SCI Index
17. Shi Dong*. Multi Class SVM Algorithm with Active Learning for Network Traffic Classification[J]. Expert Systems with Applications,2021,114885. SCI Index
18. Shi Dong*, Yuanjun Xia.Network Traffic Identification in Packet Sampling Environment[J]. Digital Communications and Networks,2021. SCI Index
19. Yuanjun Xia, Shi Dong*. Wireless Network Abnormal Traffic Detection Method Based on Deep Transfer Reinforcement Learning[C]. The 17th International Conference on Mobility, Sensing and Networking (MSN 2021).
20. Shi Dong*, Mudar Sarem. NOCD: A new overlapping community detection algorithm based on improved KNN[J]. Journal of Ambient Intelligence and Humanized Computing (2022). SCI Index.
21. Shi Dong* et.al.Improved influential nodes identification in complex networks[J] Journal of Intelligent & Fuzzy Systems: 2021. SCI Index
22. Shi Dong* et al. Traffic identification model based on generative adversarial deep convolutional network[J]. Annals of Telecommunications. (2021). https://doi.org /10.1007/s12243-021-00876-6. SCI Index
23. Shi Dong* et al. Traffic identification method based on multiple probabilistic. Neural Computing and Application: 2019.3 SCI Index.
24. Shi Dong* et al. A Security Localization Algorithm Based on DV-Hop Against Sybil Attack in Wireless Sensor Networks. Journal of Electrical Engineering & Technology:2020.3 SCI Index.
25. Shi Dong*. Improved label propagation algorithm for overlapping community detection[J]. Computing, 2020(3). SCI Index.

Profile Details

Google Scholar: https://scholar.google.com/citations?view_op=list_works&hl=zh-CN&hl=zh-CN&user=yE4WT_0AAAAJ&pagesize=80&sortby=pubdate

Open Researcher and Contributor ID (ORCID): https://orcid.org/0000-0003-4616-6519

Homepage: https://njbsok.github.io