Prof. Gautam Srivastava

Department of Mathematics and Computer Science

Brandon University, Canada

Professor

Email: [email protected]

Qualifications

2012 Ph.D., Computer Science, University of Victoria, Canada

2006 M.Sc., Computer Science, University of Victoria, Canada

2004 B.Sc., Mathematics and Computer Science, Briar Cliff University, USA

Publications (Selected)

1. Shoulin Yin, Liguo Wang, Asif Ali Laghari, Lin Teng, Gautam Srivastava, Ahmad Almadhor, and Thippa Reddy Gadekallu, FGM-MLSD: A Fuzzy Region Competition and Gaussian Mixture Segment Model Via Modified Line Segment Detector Model for Airport Object Saliency Detection in Remote Sensing Images, in IEEE Transactions on Fuzzy Systems, doi: 10.1109/TFUZZ.2026.3650858.
2. Y. Sun, F. Khan, G. Srivastava, R. Alturki, S. T. U. Shah and H. Wang, Neuro-Symbolic Intent-based Intrusion Detection System for Internet of Medical Things, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3645938.
3. Y. Zhao, G. Srivastava and F. Ullah, HoloTiny-AD: A Trustworthy Anomaly Detection in Resource-Constrained IoT Devices Using Holographic TinyML and Deep Metaheuristics, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3642146.
4. A. Jaszcz, D. Połap and G. Srivastava, MultiMOORA-guided federated learning with KD stabilization for health monitoring devices as protection against poisoning attacks, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3638263.
5. S. Majumder, S. Ray, M. Dasgupta, P. Bhattacharya, T. R. Gadekallu and G. Srivastava, QuanFraud: Quantum State Verification Scheme for Fraud Detection in IoT- Assisted Quantum-Blockchain Networks, in IEEE Transactions on Services Computing, doi: 10.1109/TSC.2025.3635525.
6. T. Maity, A. Mondal, J. Samanta, P. Saha, S. Majumdar and G. Srivastava, Real-Time Soil Hydration Assessment and Monitoring Model for Smart Agriculture With IoT Integration, in IEEE Sensors Journal, vol. 25, no. 22, pp. 42243-42250, 15 Nov.15, 2025, doi: 10.1109/JSEN.2025.3614098.
7. F. Ullah, G. Srivastava, L. Mostarda and U. Raza, ZTID-IoV: Zero-Trust Intrusion Detection in IoV Using Neurosymbolic AI Approach with Federated Meta- Learning, in IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2025.3625081.
8. S. Das et al., Next Generation Intelligent Prediction Model for Real-Time Soil Nutrients Monitoring in Sustainable Farming, in IEEE Sensors Journal, doi: 10.1109/JSEN.2025.3611310.
9. Fawaz Khaled Alarfaj, Muhammad Tahir, Gautam Srivastava, A deep learning model leveraging semantic features fusion for DNase I hypersensitive sites identification in the human genome, Computer Methods and Programs in Biomedicine, Volume 273, 2026, 109127, ISSN 0169-2607, https://doi.org/10.1016/j.cmpb.2025.109127.
10. Attiq Ur Rehman, Songfeng Lu, Muhammad Usman, Syed Atif Moqurrab, Gautam Srivastava, Joon Yoo, Hussain Al-Aqrabi, IBS-ECDHE: A blockchain-enhanced lightweight protocol for secure cloud-IoT in biomedical HCPS, Computational and Structural Biotechnology Journal, Volume 28, 2025, Pages 564-591, ISSN 2001-0370, https://doi.org/10.1016/j.csbj.2025.10.059.
11. N. Ullah, Y. Djenouri, T. Michalak, A. N. Belbachir and G. Srivastava, Uncertainty- Aware Drone Swarm Disruption for Threat Mitigation, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3626254.
12. Verma, A., Prasad, V. K., Kumari, A., Bhattacharya, P., Srivastava, G., Fang, K., Wang, W., & Gadekallu, T. R. (2025). Industry 6.0: Vision, technical landscape, and opportunities. Alexandria Engineering Journal, 130, 2764-2905.
13. F. Ullah, G. Srivastava, S. Ullah, L. Mostarda and J. Ahmad, EIDS-DTL: Edge-Based Intrusion Detection System for IoUAVs Using Metaheuristic Task Optimization and Deep Transfer Learning, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3610367
14. H. Nazari, A. Yazdinejad, A. Dehghantanha, F. Zarrinkalam and G. Srivastava, Symbiotic Federated Learning for Giant AI Threat Detection in 6G-IoT Infrastructures, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3595872.
15. C. Rupa, G. S. Varshitha, D. Divya, T. R. Gadekallu and G. Srivastava, A Novel and Robust Authentication Protocol for Secure Underwater Communication Systems, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3601984.
16. A. Ranjha, G. Srivastava, M. Asif, M. Hussien, K. Dev and S. M. Danish, Zero SolarWing: A net-Zero Solar Wind-Powered UAV-Enabled RIS System for URLLC Services in 6G Compute First Networks, in IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2025.3595874
17. Y. Djenouri, M. Godziszewski, F. Andrade, G. Srivastava, A. N. Belbachir and A. Murano, Game-Theoretic Consensus Deep Learning for Adaptive Flood Prediction in Digital Twin Environments, in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2025.3596008.
18. Hameed A, Danish SM, Ranjha A, Srivastava G. Block-FeST: Blockchain-Enhanced Federated Sparse Transformers for Privacy-Preserving RES Forecasting in Internet of Vehicles Systems. IEEE Internet of Things Journal. 2025 Apr 25.
19. Weina Fu, Wenxiang Zhang, Jing Long, Gautam Srivastava, Shuai Liu, Global context- aware attention model for weakly-supervised temporal action localization, Alexandria Engineering Journal, Volume 127, 2025, Pages 43-55, ISSN 1110-0168, https://doi.org/10.1016/j.aej.2025.05.006.
20. Qureshi SH, Malik SU, Haseeb J, Moqurrab SA, Bukht TF, Srivastava G. Towards Sustainable IoT: A Digital Signature‐Enhanced Federated Learning Approach. Security and Privacy. 2025 Jul;8(4):e70066.
21. M. A. Houran, G. Srivastava, J. Mirza, A. Ranjha, M. A. Javed and M. H. Zafar, Centralized Task Allocation for Multiple UAVs in Time-Constraint Industrial IoT Operations, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3584277
22. Guorong Chen, Na Wu, Gautam Srivastava, Meshal Alharbi, Norbert Herencsar. MAC- UAE: Multi-Level Access Control Based on Updateable Attribute Encryption of Secure Data in Mobile Cloud Center, Mobile Networks and Applications, 2025.
23. M. M. Saad, M. A. Tariq, M. Ajmal, D. Kim and G. Srivastava, Federated Multi-Agent Reinforcement Learning for Resource Allocation in NR-V2X Mode 2, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3555195.
24. Y. Djenouri, A. N. Belbachir, A. Belhadi, T. Michalak and G. Srivastava, Next-Gen Metaverse Security Through Intrusion Detection Enhanced by Transformers and GANs, in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3545803
25. Rupa Ch., Akhil Babu N., N.V. Rishika G., M. Navena, Gautam Srivastava, Thippa Reddy Gadekallu, An expert system for privacy-preserving vessel detection leveraging optimized Extended-YOLOv7 and SHA-256, Journal of Network and Computer Applications, 2025, 104139, ISSN 1084-8045, https://doi.org/10.1016/j.jnca.2025.104139.

Profile Details

ORCID: https://orcid.org/0000-0001-9851-4103

WoS ResearcherID: N-5668-2019