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Security Lancaster (Secure Machine Learning and Intelligence)

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  1. 2023
  2. Published

    Futuristic 6G Pervasive On-Demand Services: Integrating Space Edge Computing With Terrestrial Networks

    Lai, Z., Li, H., Wu, Q., Ni, Q., Lv, M., Li, J., Wu, J., Liu, J. & Li, Y., 31/03/2023, In: IEEE Vehicular Technology Magazine. 18, 1, p. 2-11 10 p.

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

  3. Published

    Towards reservation-based E-mobility service via hybrid of V2V and G2V charging modes

    Liu, S., Cao, Y., Ni, Q., Xu, L., Zhu, Y. & Zhang, X., 1/04/2023, In: Energy. 268, 13 p., 126737.

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

  4. Published

    Filter pruning with uniqueness mechanism in the frequency domain for efficient neural networks

    Zhang, S., Gao, M., Ni, Q. & Han, J., 14/04/2023, In: Neurocomputing. 530, p. 116-124 9 p.

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

  5. Published

    Privacy Preservation for Federated Learning with Robust Aggregation in Edge Computing

    Liu, W., Xu, X., Li, D., Qi, L., Dai, F., Dou, W. & Ni, Q., 15/04/2023, In: IEEE Internet of Things Journal. 10, 8, p. 7343-7355 13 p.

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

  6. E-pub ahead of print

    Transactive Energy System Deployment over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 4/05/2023, (E-pub ahead of print) In: IEEE Transactions on Automation Science and Engineering. 12 p.

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

  7. Published

    Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers

    Gu, X., Li, M., Shen, L., Tang, G., Ni, Q., Peng, T. & Shen, Q., 31/05/2023, In: IEEE Transactions on Fuzzy Systems. 31, 5, p. 1703-1715 13 p.

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

  8. Published

    The influence of geopolitics on polar research – Options for HM Government

    Germond, B. & Suri, N., 8/06/2023

    Research output: Exhibits, objects and web-based outputs › Blog

  9. Published

    Reinforcement learning-based allocation of fog nodes for cloud-based smart grid

    Jamshed, M. A., Ismail, M., Pervaiz, H., Atat, R., Bayram, I. S. & Ni, Q., 30/06/2023, In: e-Prime - Advances in Electrical Engineering, Electronics and Energy. 4, 11 p., 100144.

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

  10. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

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

  11. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 31/08/2023, In: ACM Transactions on Privacy and Security. 26, 3, p. 1-39 39 p., 33.

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

  12. Published

    GradMDM: Adversarial Attack on Dynamic Networks

    Pan, J., Foo, L. G., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 1/09/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11374-11381 8 p.

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

  13. Published

    Cluster Control and Energy Consumption Minimization for Cooperative Prediction Based Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q., Pervaiz, H. & Min, G., 30/09/2023, In: IEEE Transactions on Communications. 71, 9, p. 5580 - 5594 14 p.

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

  14. Published

    Computation Offloading for Tasks with Bound Constraints in Multi-access Edge Computing

    Li, K., Wang, X., He, Q., Ni, Q., Yang, M., Huang, M. & Dustdar, S., 30/09/2023, In: IEEE Internet of Things Journal. 10, 17, p. 15526-15536 11 p., 17.

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

  15. Published

    A Computational Model for Reputation and Ensemble-Based Learning Model for Prediction of Trustworthiness in Vehicular Ad Hoc Network

    Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 15/10/2023, In: IEEE Internet of Things Journal. 10, 20, p. 18248-18258 11 p., 20.

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

  16. Published

    Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization

    Trawicki, S., Hackett, W., Birch, L., Suri, N. & Garraghan, P., 20/10/2023. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  17. Published

    Model Leeching: An Extraction Attack Targeting LLMs

    Birch, L., Hackett, W., Trawicki, S., Suri, N. & Garraghan, P., 20/10/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  18. Unpublished

    Autonomous/uncrewed fleet: Implications for the Royal Navy

    Soare, S., Germond, B. & Burton, J., 29/10/2023, (Unpublished) 9 p.

    Research output: Book/Report/Proceedings › Commissioned report

  19. Published

    Digital-Twin-Enabled 6G Mobile Network Video Streaming Using Mobile Crowdsourcing

    Qi, L., Xu, X., Wu, X., Ni, Q., Yuan, Y. & Zhang, X., 31/10/2023, In: IEEE Journal on Selected Areas in Communications. 41, 10

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

  20. Published

    Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach

    Wang, J., Hu, J., Min, G., Ni, Q. & El-Ghazawi, T., 1/11/2023, In: IEEE Transactions on Mobile Computing. 22, 11, p. 6663-6675 13 p., 11.

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

  21. Published

    A Distributed Learning Architecture for Semantic Communication in Autonomous Driving Networks for Task Offloading

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 23/11/2023, In: IEEE Communications Magazine. 61, 11, p. 64-68 5 p.

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

  22. Published

    AoI-Minimal Online Scheduling for Wireless Powered IoT: A Lyapunov Optimization-based Approach

    Hu, H., Xiong, K., Yang, H-C., Ni, Q., Gao, B., Fan, P. & Letaief, K. B., 1/12/2023, In: IEEE Transactions on Green Communications and Networking. 7, 4, p. 2081-2092

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

  23. 2024
  24. Published

    New Signal and Algorithms for 5G/6G High Precision Train Positioning in Tunnel with Leaky Coaxial Cable

    Yin, L., Song, T., Ni, Q., Xiao, Q., Sun, Y. & Guo, W., 1/01/2024, In: IEEE Journal on Selected Areas in Communications. 42, 1, p. 223 - 238

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

  25. Published

    A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning

    Romano, G., Eckley, I. & Fearnhead, P., 31/01/2024, In: IEEE Transactions on Signal Processing. 72, p. 594 - 606 13 p.

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

  26. Published

    Progressive Channel-Shrinking Network

    Pan, J., Yang, S., Foo, L. G., Ke, Q., Rahmani, H., Fan, Z. & Liu, J., 1/02/2024, In: IEEE Transactions on Multimedia. 26, p. 2016-2026 11 p.

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

  27. E-pub ahead of print

    AoI-minimal Power Adjustment in RF-EH-powered Industrial IoT Networks: A Soft Actor-Critic-Based Method

    Ge, Y., Xiong, K., Wang, Q., Ni, Q., Fan, P. & Letaief, K. B., 5/02/2024, (E-pub ahead of print) In: IEEE Transactions on Mobile Computing. 12 p.

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

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