Biography

Prof. Gautam Srivastava

Brandon University, Canada


Email: srivastavag@brandonu.ca


Qualifications

Ph.D., University of Victoria, Canada

M.Sc., University of Victoria, Canada

B.Sc., Briar Cliff University, USA


Publications (Selected)

  1. Adil, Z. U. I., Iqbal Khan, M., Sanam, K., Malik, S. U., Moqurrab, S. A., & Srivastava, G. (2025). LightAuth: a lightweight sensor nodes authentication framework for smart health system. Expert Systems, 42(2), e13756.
  2. Srivastava, G., & Lin, C. W. (2025). Guest Editorial Special Section on Fuzzy-Deep Neural Network Learning in Sentiment Analysis. IEEE Transactions on Fuzzy Systems, 33(1), 1-2.
  3. Zulfiqar, Z., Malik, S. U., Moqurrab, S. A., Zulfiqar, Z., Yaseen, U., & Srivastava, G. (2024). DeepDetect: An innovative hybrid deep learning framework for anomaly detection in IoT networks. Journal of Computational Science, 83, 102426.
  4. Belhadi, A., Djenouri, Y., Belbachir, A. N., Michalak, T., & Srivastava, G. (2024). Shapley visual transformers for image-to-text generation. Applied Soft Computing, 166, 112205.
  5. Jain, A., Barke, S., Garg, M., Gupta, A., Narwal, B., Mohapatra, A. K., ... & Srivastava, G. (2024). A walkthrough of blockchain-based internet of drones architectures. IEEE Internet of Things Journal.
  6. Hamza, A., Javed, A. R., Iqbal, F., Yasin, A., Srivastava, G., Połap, D., ... & Jalil, Z. (2024). Multimodal religiously hateful social media memes classification based on textual and image data. ACM Transactions on Asian and Low-Resource Language Information Processing, 23(8), 1-19.
  7. Ullah, F., Ullah, S., Srivastava, G., Lin, J. C. W., & Zhao, Y. (2024). NMal-Droid: network-based android malware detection system using transfer learning and CNN-BiGRU ensemble. Wireless Networks, 30(6), 6177-6198.
  8. Namakshenas, D., Yazdinejad, A., Dehghantanha, A., Parizi, R. M., & Srivastava, G. (2024). IP2FL: interpretation-based privacy-preserving federated learning for industrial cyber-physical systems. IEEE Transactions on Industrial Cyber-Physical Systems.
  9. Patel, A. N., Murugan, R., Srivastava, G., Maddikunta, P. K. R., Yenduri, G., Gadekallu, T. R., & Chengoden, R. (2024). An explainable transfer learning framework for multi-classification of lung diseases in chest X-rays. Alexandria Engineering Journal, 98, 328-343.
  10. Djenouri, Y., Belbachir, A. N., Michalak, T., Belhadi, A., & Srivastava, G. (2024). Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles. Engineering Applications of Artificial Intelligence, 133, 108350.
  11. Ahmed, U., Lin, J. C. W., & Srivastava, G. (2024). Multi-aspect detection and classification with multi-feed dynamic frame skipping in vehicle of internet things. Wireless Networks, 30(5), 4543-4554.
  12. Yazdinejad, A., Dehghantanha, A., Karimipour, H., Srivastava, G., & Parizi, R. M. (2024). A robust privacy-preserving federated learning model against model poisoning attacks. IEEE Transactions on Information Forensics and Security.
  13. Chen, J., Wang, Z., Srivastava, G., Alghamdi, T. A., Khan, F., Kumari, S., & Xiong, H. (2024). Industrial blockchain threshold signatures in federated learning for unified space-air-ground-sea model training. Journal of Industrial Information Integration, 39, 100593.
  14. Yenduri, G., Ramalingam, M., Selvi, G. C., Supriya, Y., Srivastava, G., Maddikunta, P. K. R., ... & Gadekallu, T. R. (2024). Gpt (generative pre-trained transformer)–a comprehensive review on enabling technologies, potential applications, emerging challenges, and future directions. IEEE Access.
  15. Yazdinejad, A., Dehghantanha, A., Srivastava, G., Karimipour, H., & Parizi, R. M. (2024). Hybrid privacy preserving federated learning against irregular users in next-generation Internet of Things. Journal of Systems Architecture, 148, 103088.


Profile Details

WoS ResearcherID: N-5668-2019

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

https://people.brandonu.ca/srivastavag/

https://scholar.google.com.hk/citations?hl=zh-CN&user=qk9hEQoAAAAJ

https://www.researchgate.net/profile/Gautam-Srivastava

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