Publications

Books

1. Jianguo Ding, Huansheng Ning (authors): Blockchain for Smart Grid and Renewable Energy. To be published by Springer, 2024.  

2. Jianguo Ding, Huansheng Ning (authors): Threat modeling for networked critical infrastructure protection. To be published by CRC Press, Taylor & Francis Group, ISBN 9780367565909, 2025.

3. Jianguo Ding (Author): Advances in Network Management. (Hardcover, XXV + 364 Pages), CRC Press (Taylor & Francis Group), ISBN-10: 1420064525; ISBN-13: 978-1420064520, 2010, 2016.

4. Jianguo Ding (Author): Probabilistic Fault Management in Distributed Systems. ISSN: 0178-9627, ISBN: 978-3-18-379110-1, 158 pages, VDI Verlag, Germany, 2008

Journal papers (peer-reviewed)

1. Doreen Sarwatt, Yujia Lin, Jianguo Ding, Yunchuan Sun, Huansheng Ning. Metaverse for Intelligent Transportation System (ITS): A Comprehensive Review of Technologies, Applications, Implications, Challenges and Future Directions. IEEE Transactions on Intelligent Transportation Systems, VOL. 25, NO. 7, 2024. DOI:10.1109/TITS.2023.3347280  

2. Haoling Meng, Jianguo Ding, Hongmei Wang, Zhimin Zhang, Xuanxia Yao, and Huansheng Ning, Blockchain Enabled Metaverse: Development and Applications, accepted by Tsinghua Science and Technology, pp 1-31, 2024

3. Jiang, Yuning, Wei Wang, Jianguo Ding, Xin Lu, and Yanguo Jing. 2024. "Leveraging Digital Twin Technology for Enhanced Cybersecurity in Cyber–Physical Production Systems" Future Internet 16, no. 4: 134. https://doi.org/10.3390/fi16040134 

4. Getahun Wassie, Jianguo Ding, Yihenew Wondie. Traffic prediction in SDN for explainable QoS using deep learning approach.  Scientific Reports, 13, 20607 (2023). https://doi.org/10.1038/s41598-023-46471-8  

5. Attia Qammar, Abdenacer Naouri, Jianguo Ding, Huansheng Ning. Blockchain-based optimized edge node selection and privacy preserved framework for federated learning. Cluster Computing (2023). https://link.springer.com/article/10.1007/s10586-023-04145-0 

6. Ning, Huansheng; Wang, Hang; Lin, Yujia; Wang, Wenxi; Dhelim, Sahraoui; Farha, Fadi; Ding, Jianguo; Daneshmand, Mahmoud, A Survey on the Metaverse: The State-of-the-Art, Technologies, Applications, and Challenges, IEEE Internet of Things Journal, 2023. DOI: 10.1109/JIOT.2023.3278329  

7. Yuning Jiang, Manfred Jeusfeld, Jianguo Ding, Elin Sandahl (2023). Model-Based Cybersecurity Analysis: Extending Enterprise Modeling to Critical Infrastructure Cybersecurity. Business & Information Systems Engineering, 65, 643–676 (2023). DOI: 10.1007/s12599-023-00811-0 

8. Li, R., Ding, J., & Ning, H. (2023). Emotion arousal assessment based on multimodal physiological signals for game users. IEEE Transactions on Affective Computing. DOI: 10.1109/TAFFC.2023.3265008 

9. Wassie Geremew, G., & Ding, J. (2023). Elephant Flows Detection Using Deep Neural Network, Convolutional Neural Network, Long Short-Term Memory, and Autoencoder. Journal of Computer Networks and Communications, 2023. https://doi.org/10.1155/2023/1495642. 

10. Qammar, A., Karim, A., Ning, H., & Ding, J. (2023). Securing federated learning with blockchain: a systematic literature review. Artificial Intelligence Review, 56:3951–3985, https://doi.org/10.1007/s10462-022-10271-9. [PDF] 

11. Ding, J., Qammar, A., Zhang, Z., Karim, A., & Ning, H. (2022). Cyber Threats to Smart Grids: Review, Taxonomy, Potential Solutions, and Future Directions. Energies, 15(18), 6799. [PDF]

12. Zhang, Z., Ning, H., Farha, F., Ding, J., & Choo, K. K. R. (2022). Artificial intelligence in physiological characteristics recognition for Internet of Things authentication. Digital Communications and Networks. [PDF]

13. Qammar, Attia, Jianguo Ding, and Huansheng Ning. Federated learning attack surface: taxonomy, cyber defences, challenges, and future directions. Artificial Intelligence Review 55.5 (2022): 3569-3606. https://doi.org/10.1007/s10462-021-10098-w 

14. Aklilu, Y. T., & Ding, J. (2021). Survey on blockchain for smart grid management, control, and operation. Energies, 15(1), 193. [PDF], Video introduction: 1 2.

15. Ye, X., Ning, H., Backlund, P., Ding, J. (2020). Flow Experience Detection and Analysis for Game Users by Wearable-Devices-Based Physiological Responses Capture. IEEE Internet of Things Journal, 8(3), 1373- 1387.

16. Atif, Y., Kharrazi, S., Jianguo, D. and Andler, S.F., 2020. Internet of Things data analytics for parking availability prediction and guidance. Transactions on Emerging Telecommunications Technologies, 31(5), p.e3862.

17. Ye, X., Backlund, P., Ding, J., & Ning, H. (2019). Fidelity in simulation-based serious games. IEEE Transactions on Learning Technologies, 13(2), 340-353.

18. Jianguo Ding, Yacine Atif, Sten F Andler, Birgitta Lindström, Manfred Jeusfeld: CPS-based Threat Modeling for Critical Infrastructure Protection, ACM SIGMETRICS Performance Evaluation Review, 45(2): 129-132 (2017). DOI: 10.1145/3152042.3152080

19. Abdelouahid Derhab, Djamel Djenouri, Jianguo Ding: Editorial for special issue: Interconnections of Wireless Sensor ,Int. J. Communication Networks and Distributed Systems, Vol. 11, No. 2, pp. 117-119, 2013.

20. Jianguo Ding, Bernd J. Krämer, Yingcai Bai and Hansheng Chen: Backward Inference in Bayesian Networks for Distributed Systems Management, Journal of Network and Systems Management, Volume 13, Issue 4, Pages 409 - 427, Dec 2005

Journal special issue 

1. Abdelouahid Derhab, Djamel Djenouri, Jianguo Ding: Interconnections of Wireless Sensor, Int. J. Communication Networks and Distributed Systems, Vol. 11, No. 2, 116 pages, 2013.

Book Chapters (peer-reviewed)

1. Jianguo Ding and Vahid Naserinia: Blockchain for future renewable energy (https://doi.org/10.1016/B978-0-323-91698-1.00011-X), in the book: Decentralized Frameworks for Future Power systems -Operation, Planning and Control Perspectives, pages129-146, Edited by Mohsen Parsa Moghaddam, Reza Zamani, Hassan Haes Alhelou, and Pierluigi Siano, Academic Press, 2022. ISBN-13: 978-0323916981.

2. Jianguo Ding, Ranganai Chaparadza: Network Management. In: Encyclopedia of Information Systems and Technology, Phillip A. Laplante (Editor-in-Chief), CRC press, DOI: 10.1081/E-EIST-120048637, ISBN-13: 978-1466560772, pp.881-899, 2015.

3. Jianguo Ding: Intrusion Detection, Prevention, and Response System (IDPRS) for Cyber-Physical Systems (CPSs) In: Securing Cyber-Physical Systems, Al-Sakib Khan Pathan (Editor), CRC press, pp. 371-392, ISBN-10: 1498700985 ISBN-13: 978-1498700986, 2015.

4. Jianguo Ding, Pascal Bouvry: Challenges on Probabilistic Modeling for Evolving Networks. In: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation III, Studies in Computational Intelligence Volume 500, Oliver Schütze et al. (eds.), Springer, pp 77-93, 2014.

5. Jianguo Ding, Pascal Bouvry, Ilangko Balasingham: Management Challenges for Emerging Wireless Networks. In: Emerging Wireless Networks: Concepts, Techniques and Applications. Christian Makaya, Samuel Pierre (Eds.), ISBN-13: 9781439821350, ISBN 10: 1439821356, CRC press, pages 3-34, 2012.

6. Jianguo Ding: Probabilistic Inferences in Bayesian Networks. In: Bayesian Network. Ahmed Rebai (Ed.), pages 39-52, ISBN: 978-953-307-124-4, InTeck, 2010.

7. Jianguo Ding, Bernd J. Krämer, Pascal Bouvry, Haibing Guan, Alei Liang and Franco Davoli: Probabilistic Fault Management. In: Context-Aware Computing and Self-Managing Systems. Waltenegus Dargie (Ed.), pages 309-347. Chapman & Hall/CRC press, ISBN-10: 1420077716, ISBN-13: 978-1420077711, 2009

8. Jianguo Ding: Probabilistic Management of Distributed Systems. In: Contributions to Ubiquitous Computing. Bernd J. Krämer and Wolfgang A. Halang (Eds.), Vol. 42, pages 221-248, Springer-Verlag, Series: Studies in Computational Intelligence, ISBN: 978-3-540-44909-6, 2007

9. Jianguo Ding, Bernd J. Krämer, Yingcai Bai, and Hansheng Chen: An inference algorithm for probabilistic fault management in distributed systems. In: Gaiti D, Galmes S, Puigjaner R (Eds.) Network Control and Engineering for QoS, Security and Mobility, III: Chapter: pp. 193-204, Volume 165/2005, IFIP International Federation for Information Processing. ISBN 0-387-23197-8, Springer, 2005

Conference Papers (peer-reviewed)

1. V. R. Kebande and J. Ding, Blockchain-Enabled Renewable Energy Traceability with a Crypto-based Arbitrage Pricing Model, 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC), Tartu, Estonia, 2023, pp. 34-41, doi: 10.1109/FMEC59375.2023.10306021. 

2. S Li, P Yang, R Li, F Farha, J Ding, P Backlund, H Ning. A Review on Serious Games for Phobia, accepted by IIKI2022: International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI). 

3. Ning, H., Wang, H., Wang, W., Ye, X., Ding, J., & Backlund, P. (2021, December). A Review on Serious Games in E-learning. In 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 01-08). IEEE.

4. Mustapha, K., Djenouri, D., Ding, J., & Djenouri, Y. (2021, December). LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST. In 2021 17th International Conference on Mobility, Sensing and Networking (MSN) (pp. 694-699). IEEE. 

5. Jiang, Y., Jeusfeld, M., & Ding, J. (2021, August). Evaluating the Data Inconsistency of Open-Source Vulnerability Repositories. In The 16th International Conference on Availability, Reliability and Security (pp. 1-10).

6. Jiang, Y., Atif, Y., & Ding, J. (2019, September). Cyber-physical systems security based on a cross-linked and correlated vulnerability database. In International Conference on Critical Information Infrastructures Security (pp. 71-82). Springer, Cham.

7. Jiang Y, Atif Y, Ding J, Wang W. A Semantic Framework with Humans in the Loop for Vulnerability- Assessment in Cyber-Physical Production Systems. In International Conference on Risks and Security of Internet and Systems 2019 Oct 29 (pp. 128-143). Springer, Cham.

8. Jiang, Y., Atif, Y., & Ding, J. Cyber-physical systems security based on a cross-linked and correlated vulnerability database. In International Conference on Critical Information Infrastructures Security (pp. 71- 82). Springer, Cham, 2019.

9. Yuning Jiang, Manfred Jeusfeld, Yacine Atif, Jianguo Ding, Christoffer Brax, Eva Nero: Language and Repository for Cyber Security of Smart Grids 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference (EDOC) 2018 Oct 16 (pp. 164-170).

10. Dennis Modig, Jianguo Ding: Performance impacts on container based virtualization in virtualized residential gateways. Proceedings of the 39th International Conference on Telecommunications and Signal Processing (TSP), pages: 27 - 32, DOI: 10.1109/TSP.2016.7760823, 2016.

11. Yacine Atif, Jianguo Ding, Manfred A. Jeusfeld: Internet of Things Approach to Cloud-based Smart Car Parking.The 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016). Procedia Computer Science, Volume 98, pages 193–198, 2016.

12. Ranganai Chaparadza; Jianguo Ding; Djamel Djenouri: Preface of the 6th IEEE International Workshop on Management of Emerging Networks and Services. (IEEE Globecom MENS 2014).Proceedings of 2014 IEEE Globecom Workshops, pages 150 - 154, IEEE communication society press, ISBN: 978-1-4799-7470-2/14/, 2014.

13. Ranganai Chaparadza; Tayeb Ben Meriem; John Strassner; Said Soulhi; Benoit Radier; Jianguo Ding; Zhiwei Yan: Industry Harmonization for Unified Standards on Autonomic Management & Control (AMC) of Networks and Services, SDN and NFV. Proceedings of 2014 IEEE Globecom Workshops, pages 155 - 160, IEEE communication society press, ISBN: 978-1-4799-7470-2/14/, 2014.

14. Ranganai Chaparadza, Tayeb Ben Meriem, Benoit Radier, Szymon Szott, Michal Wodczak, Arun Prakash, Jianguo Ding, Said Soulhi, Andrej Mihailovic: SDN enablers in the ETSI AFI GANA Reference Model for Autonomic Management & Control (emerging standard), and Virtualization impact. Proceedings of 2013 IEEE Globecom Workshops, pages 818 - 823, IEEE communication society press, ISBN: 978-1-4799-2851-4/13, 2013.

15. Ranganai Chaparadza, Tayeb Ben Meriem, Benoit Radier, Szymon Szott, Michal Wodczak, Arun Prakash, Jianguo Ding, Said Soulhi, Andrej Mihailovic: Implementation Guide for the ETSI AFI GANA model: A Standardized Reference Model for Autonomic Networking, Cognitive Networking and Self-Management. Proceedings of 2013 IEEE Globecom Workshops, pages 935 - 940, IEEE communication society press, ISBN: 978-1-4799-2851-4/13, 2013.

16. Ranganai Chaparadza, Tony Jokikyyny, Latif Ladid, Jianguo Ding, Arun Prakash,Said Soulhi: The Diverse Stakeholder Roles to Involve in Standardization of Emerging and Future Self-Managing Networks.In the Proceedings of the IEEE Globecom 2011 Workshop on Management of Emerging Networks and Services, IEEE communication society press, 2011.

17. Ranganai Chaparadza, Symeon Papavassiliou, Said Soulhi, Jianguo Ding: The Self-Managing Future Internet powered by the current IPv6 and Extensions to IPv6 towards "IPv6++"—a viable Roadmap Scenario for the Internet Evolution Path.Proceedings of the IEEE Globecom 2010 Workshop on Management of Emerging Networks and Services, pp. 551-556. IEEE communication society press, 2010.

18. Abou-Atme, Z.; Wen Xu; Jianguo Ding: Fairness based crosstalk management in xDSL systems. Proceedings of the Mobile Congress (GMC), 2010 Global, vol., no., pp.1-6, IEEE communication society press, 2010.

19. Zhao Lu; Jianguo Ding: An efficient semantic VSM based email categorization method. Proceedings of the Computer Application and System Modeling (ICCASM), 2010 International Conference on, vol.11, no., pp. 525-530, IEEE computer science society press, 2010.

20. Jianguo Ding, Ilangko Balasingham and Pascal Bouvry: Management Challenges for Emerging Networks and Services. Proceedings of the International Conference on Ultra Modern Telecommunications & Workshops, ICUMT'09, pages 1-8. IEEE communication society press, 2009.

21. Jianguo Ding, Ilangko Balasingham and Pascal Bouvry: Management of Overlay Networks: A Survey. Proceedings of the 3rd International Conference on Mobile Ubiquitous Computing Systems, Services and Technologies, pages 249-255. IEEE computer society press, 2009.

22. Jianguo Ding, Jian Jin, Pascal Bouvry, Yongtao Hu and Haibing Guan: Behavior-based Proactive Detection of Unknown Malicious Codes. Proceedings of 4th International Conference on Internet Monitoring and Protection, pages 72-77, IEEE computer society press, 2009.

23. Jian Jin, Guo-Xing Huang, Jianguo Ding, Yong-Tao Hu: Parameters modeling for a modified mixture of experts. Proceedings of 7th World Congress on Intelligent Control and Automation, pages 4024-4029, 2008.

24. Jianguo Ding, Ningkang Jiang, Xiaoyong Li, Bernd Krämer, Franco Davoli and Yingcai Bai: Construction of Simulation for Probabilistic Inference in Uncertain and Dynamic Networks Based on Bayesian Networks. Proceedings of the 6th International Conference on ITS Telecommunications, pages 983-986, IEEE communication society press, June 2006.

25. Jianguo Ding, Xiaoyong Li, Ningkang Jiang, Bernd J. Krämer and Franco Davoli: Prediction Strategies for Proactive Management in Dynamic Distributed Systems. Proceedings of the International Conference on Digital Telecommunications, IEEE computer science society press, p. 74 (6 pages), August 2006, ISBN: 0- 7695-2650-0.

26. Jianguo Ding, Bernd J. Krämer,Yingcai Bai and Hansheng Chen: Proactive Management Based on Dynamic Bayesian Networks in Distributed Systems. Proceedings of IM 2005 - 9th IFIP/IEEE International Symposium on Integrated Network Management, no. 1, pp. 1233-1236, IEEE communication society press, 2005.

27. Jianguo Ding, Shihao Xu, Bernd J. Krämer, Yingcai Bai, Hansheng Chen and Jun Zhang: Probabilistic Inference Strategy in Distributed Intrusion Detection Systems. In: Jiannong Cao, Laurence T. Yang, Minyi Guo, et al. (Eds.) Second International Symposium, ISPA 2004 Lecture Notes in Computer Science, Volume 3358, pp. 835-844, Springer-Verlag Heidelberg, 2004.

28. Jianguo Ding, Bernd J. Krämer, Yingcai Bai, and Hansheng Chen: Probabilistic Inference for Network Management. In: M.M. Freire, P. Chemouil, P. Lorenz (Eds.) Universal Multiservice Networks: Third European Conference, ECUMN 2004 Lecture Notes in Computer Science, Volume 3262, pp. 498-507, Springer-Verlag Heidelberg, 2004.

29. Jianguo Ding, Bernd J. Krämer, Shihao Xu, Hansheng Chen and Yingcai Bai: Predictive Fault Management in the Dynamic Environment of IP Networks. Proceedings of IEEE Workshop IP Operations and Management, 2004. p, pp. 233- 239, IEEE communication society press, 2004.

30. Jianguo Ding, Jun Zhang, Yingcai Bai, and Hansheng Chen: One Backward Inference Algorithm in Bayesian Networks. In: Kim-Meow Liew, Hong Shen, Simon See, Wentong Cai (Eds.) Parallel and Distributed Computing: Applications and Technologies: 5th International Conference, PDCAT 2004, Lecture Notes in Computer Science, Volume 3320, pp. 72-75, Springer-Verlag Heidelberg, 2004.

EU industry technical specifications (peer-reviewed)

1. Co-author of ETSI GS AFI 002: Generic Autonomic Network Architecture (An Architectural Reference Model for Autonomic Networking, Cognitive Networking and Self-Management), Autonomic network engineering for the self-managing Future Internet (AFI), ETSI Industry Specifications Group (ISG), 167 pages, April, 2013.

2. Co-author of ETSI TS 103 194 V1.1.1: Network Technologies (NTECH); Autonomic network engineering for the self-managing Future Internet (AFI); Scenarios, Use Cases and Requirements for Autonomic/Self-Managing Future Internet, 67 pages, October 2014.

Posters (peer-reviewed)

1. Atif Yacine, Jianguo Ding, Lindström Birgitta, Jeusfeld Manfred, Andler Sten, Brax Christoffer, Gustavvson Per. Cyber-Threat Intelligence Architecture for Smart-Grid Critical Infrastructures Protection. The International Conference on Critical Information Infrastructures Security, CRITIS 2017, Lucca, Italy, October 8-13, 2017.

2. Jiang Yuning, Atif Yacine, Ding Jianguo. Multi-Level Vulnerability Modeling of Cyber-Physical Systems. The 23rd Nordic Conference on Secure IT Systems, Oslo, Norway, November 28-30, 2018. 2018.

3. Jiang Yuning, Atif Yacine, Ding Jianguo, Agent Based Testbed Design for Cyber Vulnerability Assessment in Smart-Grids, CySeP summer school 2018/SWITIS, CySeP, 2018. Skövde: University of Skövde, 2018.

Technical reports

1. Jianguo Ding, Yohannes T. Aklilu, Blockchain for Smart Grid Operations, Control and Management, ISBN 978-91-7673-888-7, Energiforsk, September 2022. [PDF]

2. Atif Yacine, Jiang Yuning, Jeusfeld Manfred, Jianguo Ding, Birgitta Lindström, Sten F. Andler, Christoffer Brax, Daniel Haglund, Björn Lindström, Cyber-threat analysis for Cyber-Physical Systems: Technical report for Package 4, Activity 3 of ELVIRA project. University of Skövde, 2018.

3. Atif Yacine, Jiang Yuning, Lindström Birgitta, Jianguo Ding, Manfred Jeusfeld, Sten F. Andler, Eva Nero, Christoffer Brax, Daniel Haglund. Multi-agent Systems for Power Grid Monitoring: Technical report for Package 4.1 of ELVIRA project. University of Skövde, 2018.

4. Jeusfeld Manfred A., Jiang Yuning, Jianguo Ding, Yacine, Atif, Daniel Haglund, Christoffer Brax. Taxonomy of Events and Components in the Power Grid: Technical description for work packages 3.1 and 3.2 of the ELVIRA Project. Högskolan i Skövde, 2018.

5. Jiang Yuning, Jianguo Ding, Atif Yacine, Manfred Jeusfeld, Sten Andler, Birgitta Lindström, Christoffer Brax, Daniel Haglund. Complex Dependencies Analysis: Technical Description of Complex Dependencies in Critical Infrastructures, i.e. Smart Grids. Work Package 2.1 of the ELVIRA Project. Högskolan i Skövde, 2018.

Preprint papers

1. Attia Qammar, Hongmei Wang, Jianguo Ding, Abdenacer Naouri, Mahmoud Daneshmand, Huansheng Ning. Chatbots to ChatGPT in a Cybersecurity Space: Evolution, Vulnerabilities, Attacks, Challenges, and Future Recommendations. arXiv preprint: arXiv:2306.09255

2. Getahun Wassie Geremew, Jianguo Ding (2023). Elephant Flows Detection Using Deep Neural Network, Convolutional Neural Network, Long Short Term Memory and Autoencoder. arXiv preprint arXiv:2306.03995

3. Ning, H., Wang, H., Lin, Y., Wang, W., Dhelim, S., Farha, F., Ding, J., Mahmoud Daneshmand & Daneshmand, M. (2021). A Survey on Metaverse: the State-of-the-art, Technologies, Applications, and Challenges. arXiv preprint arXiv:2111.09673.

4. Li, S., Yang, P., Li, R., Farha, F., Ding, J., Backlund, P., & Ning, H. (2022). A Review on Serious Games for Phobia. arXiv preprint arXiv:2201.05738.

Encyclopedia Entries

1. Smart Grid Management, Control, and Operation

2. Blockchain in the Smart Grid

• https://encyclopedia.pub/21005

• https://youtu.be/MHg_eLKT2Ec