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Research

Dr Muhammad Bilal

Senior Lecturer in Computer Science

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  1. 2023
  2. Published

    CFNet: An Eigenvalue Preserved Approach to Multiscale Building Segmentation in High-Resolution Remote Sensing Images

    Liu, Q., Li, Y., Bilal, M., Liu, X., Zhang, Y., Wang, H., Xu, X. & Lu, H., 10/03/2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 2481-2491 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Distributed Incentives for Intelligent Offloading and Resource Allocation in Digital Twin Driven Smart Industry

    Peng, K., Huang, H., Bilal, M. & Xu, X., 1/03/2023, In: IEEE Transactions on Industrial Informatics. 19, 3, p. 3133-3143 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Leveraging Deep Learning for Designing Healthcare Analytics Heuristic for Diagnostics

    Shafqat, S., Fayyaz, M., Khattak, H. A., Bilal, M., Khan, S., Ishtiaq, O., Abbasi, A., Shafqat, F., Alnumay, W. S. & Chatterjee, P., 28/02/2023, In: Neural Processing Letters. 55, 1, p. 53-79 27 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Masked Swin Transformer Unet for Industrial Anomaly Detection

    Jiang, J., Zhu, J., Bilal, M., Cui, Y., Kumar, N., Dou, R., Su, F. & Xu, X., 1/02/2023, In: IEEE Transactions on Industrial Informatics. 19, 2, p. 2200-2209 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Adaptive Congestion Control Mechanism to Enhance TCP Performance in Cooperative IoV

    Mishra, M. K., Sahoo, K. S., Bilal, M., Shah, S. C. & Mishra, M. K., 31/01/2023, In: IEEE Access. 11, p. 9000-9013 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Federated Learning-Based Cross-Enterprise Recommendation With Graph Neural Networks

    Li, Z., Bilal, M., Xu, X., Jiang, J. & Cui, Y., 31/01/2023, In: IEEE Transactions on Industrial Informatics. 19, 1, p. 673-682 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Improved Rate of Secret Key Generation Using Passive Re-Configurable Intelligent Surfaces for Vehicular Networks

    Ayaz, H., Waqas, M., Abbas, G., Abbas, Z. H., Bilal, M. & Kwak, K. S., 31/01/2023, In: Sustainability (Switzerland). 15, 1, 342.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. 2022
  10. Published

    CoviBlock: A Secure Blockchain-Based Smart Healthcare Assisting System

    Egala, B. S., Pradhan, A. K., Gupta, S., Sahoo, K. S., Bilal, M. & Kwak, K. S., 15/12/2022, In: Sustainability (Switzerland). 14, 24, 16844.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. E-pub ahead of print

    Computation Offloading for Energy and Delay Trade-Offs With Traffic Flow Prediction in Edge Computing-Enabled IoV

    Xu, X., Yang, C., Bilal, M., Li, W. & Wang, H., 23/11/2022, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. p. 1-11 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    EMCS: An Energy-Efficient Makespan Cost-Aware Scheduling Algorithm Using Evolutionary Learning Approach for Cloud-Fog-Based IoT Applications

    Sing, R., Bhoi, S. K., Panigrahi, N., Sahoo, K. S., Bilal, M., Shah, S. W. & Chhattan, S., 15/11/2022, In: Sustainability. 14, 22, 15096.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Computation Offloading and Service Caching for Intelligent Transportation Systems with Digital Twin

    Xu, X., Liu, Z., Bilal, M., Vimal, S. & Song, H., 1/11/2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 11, p. 20757-20772 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Privacy-Aware Point-of-Interest Category Recommendation in Internet of Things

    Qi, L., Liu, Y., Zhang, Y., Xu, X., Bilal, M. & Song, H., 1/11/2022, In: IEEE Internet of Things Journal. 9, 21, p. 21398-21408 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Towards Privacy Protection Composition Framework on Internet of Vehicles

    Wu, X., Xu, X. & Bilal, M., 1/11/2022, In: IEEE Consumer Electronics Magazine. 11, 6, p. 32-38 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    EEG-based affective state recognition from human brain signals by using Hjorth-activity

    Mehmood, R. M., Bilal, M., Vimal, S. & Lee, S. W., 31/10/2022, In: Measurement: Journal of the International Measurement Confederation. 202, 111738.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    Remote sensing to control respiratory viral diseases outbreaks using Internet of Vehicles

    Sahraoui, Y., Korichi, A., Kerrache, C. A., Bilal, M. & Amadeo, M., 31/10/2022, In: Transactions on Emerging Telecommunications Technologies. 33, 10, e4118.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    ST-InNet: Deep Spatio-Temporal Inception Networks for Traffic Flow Prediction in Smart Cities

    Dai, F., Huang, P., Mo, Q., Xu, X., Bilal, M. & Song, H., 1/10/2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 10, p. 19782-19794 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    VP-CAST: Velocity and Position-Based Broadcast Suppression for VANETs

    Khan, A., Siddiqui, A. A., Ullah, F., Bilal, M., Piran, M. J. & Song, H., 1/10/2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 10, p. 18512-18525 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    DIMA: Distributed cooperative microservice caching for internet of things in edge computing by deep reinforcement learning

    Tian, H., Xu, X., Lin, T., Cheng, Y., Qian, C., Ren, L. & Bilal, M., 30/09/2022, In: World Wide Web . 25, 5, p. 1769-1792 24 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Reliability Analysis of Cognitive Radio Networks with Reserved Spectrum for 6G-IoT

    Khan, A. U., Abbas, G., Abbas, Z. H., Bilal, M., Shah, S. C. & Song, H., 30/09/2022, In: IEEE Transactions on Network and Service Management. 19, 3, p. 2726-2737 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Efficient Web APIs Recommendation With Privacy-Preservation for Mobile App Development in Industry 4.0

    Gong, W., Zhang, W., Bilal, M., Chen, Y., Xu, X. & Wang, W., 1/09/2022, In: IEEE Transactions on Industrial Informatics. 18, 9, p. 6379-6387 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Reliability-Aware Computation Offloading for Delay-Sensitive Applications in MEC-Enabled Aerial Computing

    Peng, K., Zhao, B., Bilal, M. & Xu, X., 1/09/2022, In: IEEE Transactions on Green Communications and Networking. 6, 3, p. 1511-1519 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    LAKE-BSG: Lightweight authenticated key exchange scheme for blockchain-enabled smart grids

    Badshah, A., Waqas, M., Abbas, G., Muhammad, F., Abbas, Z. H., Vimal, S. & Bilal, M., 31/08/2022, In: Sustainable Energy Technologies and Assessments. 52, 102248.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    A position-based reliable emergency message routing scheme for road safety in VANETs

    Abbas, G., Ullah, S., Waqas, M., Abbas, Z. H. & Bilal, M., 4/08/2022, In: Computer Networks. 213, 109097.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Demand-Supply-Based Economic Model for Resource Provisioning in Industrial IoT Traffic

    Sahoo, K. S., Tiwary, M., Luhach, A. K., Nayyar, A., Choo, K. K. R. & Bilal, M., 1/07/2022, In: IEEE Internet of Things Journal. 9, 13, p. 10529-10538 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Edge Task Migration With 6G-Enabled Network in Box for Cybertwin-Based Internet of Vehicles

    Zhu, D., Bilal, M. & Xu, X., 1/07/2022, In: IEEE Transactions on Industrial Informatics. 18, 7, p. 4893-4901 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Efficient Allocation of Resource-Intensive Mobile Cyber-Physical Social System Applications on a Heterogeneous Mobile Ad Hoc Cloud

    Mughal, H., Bilal, M., Ghosh, U., Srivastava, G. & Shah, S. C., 30/06/2022, In: IEEE Transactions on Network Science and Engineering. 9, 3, p. 958-969 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    SAFT-VNDN: A Socially-Aware Forwarding Technique in Vehicular Named Data Detworking

    Boudelaa, A., Abdelhafidi, Z., Lagraa, N., Kerrache, C. A., Bilal, M., Kwak, D. & Yagoubi, M. B., 16/06/2022, In: Computers, Materials and Continua. 73, 2, p. 2495-2512 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    SAFT-VNDN: A Socially-Aware Forwarding Technique in Vehicular Named Data Networking

    Boudelaa, A., Abdelhafidi, Z., Lagra, N., Kerrache, C. A., Bilal, M., Kwak, D. & Yagoubi, M. B., 16/06/2022, In: CMC-Computers, Materials Continua. 73, 2, p. 2495-2512 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. E-pub ahead of print

    Dynamic Edge Computation Offloading for Internet of Vehicles With Deep Reinforcement Learning

    Yao, L., Xu, X., Bilal, M. & Wang, H., 6/06/2022, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. p. 1-9 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    Survey on digital twins for Internet of Vehicles: fundamentals, challenges, and opportunities

    Guo, J., Bilal, M., Qiu, Y., Qian, C., Xu, X. & Choo, K.-K. R., 6/06/2022, In: Digital Communications and Networks.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    Identifying fraud in medical insurance based on blockchain and deep learning

    Zhang, G., Zhang, X., Bilal, M., Dou, W., Xu, X. & Rodrigues, J. J. P. C., 31/05/2022, In: Future Generation Computer Systems. 130, p. 140-154 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    FMCPR: Flexible Multiparameter-Based Channel Prediction and Ranking for CR-Enabled Massive IoT

    Abbas, G., Khan, A. U., Abbas, Z. H., Bilal, M., Kwak, K. S. & Song, H., 15/05/2022, In: IEEE Internet of Things Journal. 9, 10, p. 7151-7165 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    MUD-Based Behavioral Profiling Security Framework for Software-Defined IoT Networks

    Krishnan, P., Jain, K., Buyya, R., Vijayakumar, P., Nayyar, A., Bilal, M. & Song, H., 1/05/2022, In: IEEE Internet of Things Journal. 9, 9, p. 6611-6622 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    Improving wireless indoor non-intrusive load disaggregation using attention-based deep learning networks

    Liu, Q., Zhang, J., Liu, X., Zhang, Y., Xu, X., Khosravi, M. & Bilal, M., 30/04/2022, In: Physical Communication. 51, 101584.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. E-pub ahead of print

    Edge Server Deployment for Health Monitoring With Reinforcement Learning in Internet of Medical Things

    Yan, H., Bilal, M., Xu, X. & Vimal, S., 12/04/2022, (E-pub ahead of print) In: IEEE Transactions on Computational Social Systems.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    A low-cost privacy preserving user access in mobile edge computing framework

    Irshad, A., Chaudhry, S. A., Ghani, A., Mallah, G. A., Bilal, M. & Alzahrani, B. A., 31/03/2022, In: Computers and Electrical Engineering. 98, 107692.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    Light-Weight Secure Aggregated Data Sharing in IoT-Enabled Wireless Sensor Networks

    Said, G., Ghani, A., Ullah, A., Azeem, M., Bilal, M. & Kwak, K. S., 16/03/2022, In: IEEE Access. 10, p. 33571-33585 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    A FCN Approach to Blockage Correction in Radars

    Wu, H., Liu, Q., Liu, X., Zhang, Y., Xu, X. & Bilal, M., 15/03/2022, Proceedings - 2021 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing and International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2021. Institute of Electrical and Electronics Engineers Inc., p. 482-487 6 p. (Proceedings - 2021 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing and International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2021).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  41. Published

    Improving network efficiency in wireless body area networks using dual forwarder selection technique

    Rahman, H. U., Ghani, A., Khan, I., Ahmad, N., Vimal, S. & Bilal, M., 28/02/2022, In: Personal and Ubiquitous Computing. 26, 1, p. 11-24 14 p., 1.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. Published

    Victim aware power control method and apparatus in wireless communication system

    Bilal, M. & Kaleem, Z., 22/02/2022

    Research output: Other contribution

  43. Published

    LAKE-6SH: Lightweight User Authenticated Key Exchange for 6LoWPAN-Based Smart Homes

    Tanveer, M., Abbas, G., Abbas, Z. H., Bilal, M., Mukherjee, A. & Kwak, K. S., 15/02/2022, In: IEEE Internet of Things Journal. 9, 4, p. 2578-2591 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. Published

    Service Migration Across Edge Devices in 6G-Enabled Internet of Vehicles Networks

    Xu, X., Yao, L., Bilal, M., Wan, S., Dai, F. & Choo, K. K. R., 1/02/2022, In: IEEE Internet of Things Journal. 9, 3, p. 1930-1937 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Published

    Service Offloading with Deep Q-Network for Digital Twinning-Empowered Internet of Vehicles in Edge Computing

    Xu, X., Shen, B., Ding, S., Srivastava, G., Bilal, M., Khosravi, M. R., Menon, V. G., Jan, M. A. & Wang, M., 1/02/2022, In: IEEE Transactions on Industrial Informatics. 18, 2, p. 1414-1423 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    Fair power allocation in cooperative cognitive systems under NOMA transmission for future IoT networks

    Ali, Z., Khan, W. U., Sardar Sidhu, G. A., K, N., Li, X., Kwak, K. S. & Bilal, M., 31/01/2022, In: Alexandria Engineering Journal. 61, 1, p. 575-583 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    Stealthy Verification Mechanism to Defend SDN Against Topology Poisoning

    Zamin Khan, B., Ghani, A., Khan, I., Ali Khan, M. & Bilal, M., 15/01/2022, Internet of Things. Springer Science and Business Media Deutschland GmbH, p. 235-246 12 p. (Internet of Things).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  48. Published

    Network Policies in Software Defined Internet of Everything

    Amin, R., Hussain, M. & Bilal, M., 13/01/2022, Software Defined Internet of Everything. Springer, p. 79-96 18 p. (Internet of Things).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  49. Published

    Multifactor Pattern Implicit Authentication

    Hasan, S. S. U., Ghani, A., Bilal, M. & Jolfaei, A., 1/01/2022, IEEE Consumer Electronics Magazine, 11, 1, p. 26-32 7 p.

    Research output: Contribution to specialist publication › Article

  50. 2021
  51. Published

    Energy Efficient Proactive Routing Scheme for Enabling Reliable Communication in Underwater Internet of Things

    Draz, U., Ali, A., Bilal, M., Ali, T., Iftikhar, M. A., Jolfaei, A. & Suh, D. Y., 31/12/2021, In: IEEE Transactions on Network Science and Engineering. 8, 4, p. 2934-2945 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  52. Published

    Smart stochastic routing for 6G-enabled massive Internet of Things

    Abbas, G., Abbas, Z. H., Ali, Z., Asad, M. S., Ghosh, U. & Bilal, M., 1/12/2021, In: Computer Communications. 180, p. 284-294 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  53. Published

    Smart home security: challenges, issues and solutions at different IoT layers

    Touqeer, H., Zaman, S., Amin, R., Hussain, M., Al-Turjman, F. & Bilal, M., 12/2021, In: Journal of Supercomputing. 77, 12, p. 14053-14089 37 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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