Biography
Bimal Ghimire, Ph.D., is an Assistant Professor in the Department of Computer and Mathematical Sciences at IOE. Dr. Ghimire specializes in Artificial Intelligence, machine learning, blockchain, and wireless networking, focusing on applications in cyber-physical systems, IoT, and multi-domain operations. His research interests broadly fall within cybersecurity, encompassing the interdisciplinary area of IoT and cyber-physical systems.
He primarily focuses on leveraging artificial intelligence, machine learning, blockchain, and other technologies to enhance the performance and security of cyber-physical systems and the Internet of Things (IoT). Dr. Ghimire has published several articles in prestigious journals and conferences, including the IEEE Internet of Things Journal, IEEE Transactions on Vehicular Technology, the IEEE Global Communications Conference, IEEE Transactions on Cognitive Communications and Networking, and others. He has mentored several undergraduate and graduate students in their projects and research.
Dr. Ghimire completed a Ph.D. in computer science focusing on the topic "Secure and Efficient Internet of Vehicles for Intelligent Transportation Systems." This research aimed to enhance the security and performance of vehicular networks, contributing to the development of smarter and safer transportation infrastructure.
Research Interests
- Artificial Intelligence and Machine Learning
- Cryptography
- Cybersecurity for IoT and Cyber-Physical Systems
- Blockchain Systems
- Quantum Cryptography
Publications
Ghimire, B. & Rawat, D. B. (2024). A Communication-Efficient Machine Learning Framework for the Internet of Vehicles. IEEE Transactions on Cognitive Communications and Networking, 1-1. DOI: 10.1109/TCCN.2024.3508776
Ghimire, B., Rawat, D. B., & Rahman, A. (2024). Efficient Information Dissemination in Blockchain-Enabled Federated Learning for IoV. IEEE Internet of Things Journal 11(9), 15310-15319. DOI: 10.1109/jiot.2023.3346296, ISBN/ISSN: 2327-4662
Ghimire, B. & Rawat, D. B. (2022). Recent Advances on Federated Learning for Cybersecurity and Cybersecurity for Federated Learning for Internet of Things. IEEE Internet of Things Journal 9(11), 8229-8249. DOI: 10.1109/jiot.2022.3150363, ISBN/ISSN: 2327-4662
Ghimire, B., & Rawat, D. (2022). Dynamic Clustering in IoV Using Behavioral Parameters and Contention Window Adaptation. IEEE Transactions on Vehicular Technology 71(2), 2031-2040. DOI: 10.1109/tvt.2021.3134965, ISBN/ISSN: 0018-9545
Ghimire, B., Rawat, D. B., Liu, C., & Li, J. (2021). Sharding-Enabled Blockchain for Software-Defined Internet of Unmanned Vehicles in the Battlefield. IEEE Network 35(1), 101-107. DOI: 10.1109/MNET.011.2000214, ISBN/ISSN: 1558156X 08908044
Ghimire, B., & Rawat, D. B. (2022). "Enhancing Inference Time and Memory Utilization for Machine Learning in Resource Constrained Internet of Battlefield Things." Proceedings of SPIE - The International Society for Optical Engineering. 12113 . DOI: 10.1117/12.2621287, ISBN/ISSN: 1996756X 0277786X
Ghimire, B., & Rawat, D. B (2021). "Data-Driven Quickest Change Detection for Securing Federated Learning for Internet-of-Vehicles." 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings. DOI: 10.1109/GLOBECOM46510.2021.9685333
Ghimire, B., Bhattacharjee, S., & Ghosh, S. K. (2013). "Analysis of spatial autocorrelation for traffic accident data based on spatial decision tree." International Conference on Computing for Geospatial Research and Application, COM.Geo. (pp. 111-115). DOI: 10.1109/COMGEO.2013.19
Ghimire, B., & Rawat, D. B. (2022). "Secure, Privacy Preserving, and Verifiable Federating Learning Using Blockchain for Internet of Vehicles." IEEE Consumer Electronics Magazine. 11(6), (pp. 67-74). DOI: 10.1109/MCE.2021.3097705, ISBN/ISSN: 21622256 21622248
Education
- PhD in Computer Science, Howard University (2020-2023)
- MTech. in Information Technology, Indian Institute of Technology, Kharagpur, India