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Security Lancaster (Secure Machine Learning and Intelligence)

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  1. 2023
  2. Published

    Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics

    Romano, G., Eckley, I. A., Fearnhead, P. & Rigaill, G., 31/03/2023, In: Journal of Machine Learning Research. 24, p. 1-36 36 p.

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

  3. 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

  4. 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

  5. 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

  6. 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

  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

    Privacy Preserving Decision-Making over Blockchain

    Zhang, J., 2024, Lancaster University. 301 p.

    Research output: Thesis › Doctoral Thesis

  25. 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

  26. 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

  27. 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

  28. Published

    Intent-driven Closed-Loop Control and Management Framework for 6G Open RAN

    Zhang, J., Yang, C., Dong, R., Wang, Y., Anpalagan, A., Ni, Q. & Guizani, M., 15/02/2024, In: IEEE Internet of Things Journal. 11, 4, p. 6314-6327 14 p.

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

  29. Forthcoming

    PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection

    Lopez Pellicer, A., Li, Y. & Angelov, P., 6/03/2024, (Accepted/In press). 9 p.

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

  30. Published

    Energy-Aware Resource Optimization for Improved URLLC in Multi-hop Integrated Aerial Terrestrial Networks

    Awais, M., Pervaiz, H., Jamshed, M. A., Yu, W. & Ni, Q., 31/03/2024, In: IEEE Transactions on Green Communications and Networking. 8, 1, p. 252-264 13 p.

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

  31. Published

    Road Side Unit-Assisted Learning-Based Partial Task Offloading for Vehicular Edge Computing System

    Li, S., Sun, W., Ni, Q. & Sun, Y., 1/04/2024, In: IEEE Transactions on Vehicular Technology. 73, 4, p. 5546 - 5555 10 p.

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

  32. Published

    Cyber maritime: A priority for Britain

    Germond, B., Burton, J., Prince, D. & Soare, S., 18/04/2024

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

  33. Published

    Intrusion Response Systems for the 5G Networks and Beyond: A New Joint Security-vs-QoS Optimization Approach

    Bozorgchenani, A., Zarakovitis, C. C., Chien, S. F., Ni, Q., Gouglidis, A., Mallouli, W. & Lim, H. S., 1/05/2024, In: IEEE Transactions on Network Science and Engineering. 11, 3, p. 3039-3052 14 p., 10415224.

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

  34. Published

    PoMC: An Efficient Blockchain Consensus Mechanism for Agricultural Internet of Things. An Efficient Blockchain Consensus Mechanism for the Agricultural Internet of Things

    Xiong, S., Wang, Z., Ni, Q. & Han, X., 1/05/2024, In: IEEE Internet of Things Journal. 11, 9, p. 15193-15204 12 p.

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

  35. Published

    Cross-layer Framework for Energy Harvesting-LPWAN Resource Management based on Fuzzy Cognitive Maps and Adaptive Glowworm Swarm Optimization for Smart Forest

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/05/2024, In: IEEE Sensors Journal. 24, 10, p. 17067 - 17079

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

  36. Published

    Mobility-Aware Split-Federated With Transfer Learning for Vehicular Semantic Communication Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Min, G., Kaushik, A. & Zarakovitis, C., 15/05/2024, In: IEEE Internet of Things Journal. 11, 10, p. 17237-17248 12 p., 10.

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

  37. Published

    Multidimensional Trust Evidence Fusion and Path-Backtracking Mechanism for Trust Management in VANETs

    Lam, C. C., Song, Y., Cao, Y., Zhang, Y., Cai, B. & Ni, Q., 15/05/2024, In: IEEE Internet of Things Journal. 11, 10, p. 18619-18634 16 p., 10.

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

  38. Forthcoming

    Federated Adversarial Learning for Robust Autonomous Landing Runway Detection

    Li, Y., Angelov, P., Yu, Z., Lopez Pellicer, A. & Suri, N., 4/06/2024, (Accepted/In press) International Conference on Artificial Neural Networks (ICANN).

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

  39. E-pub ahead of print

    Rethinking Self-Supervised Learning for Cross-Domain Adversarial Sample Recovery

    Li, Y., Angelov, P. & Suri, N., 30/06/2024, (E-pub ahead of print) 2024 International Joint Conference on Neural Networks (IJCNN). IEEE

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

  40. E-pub ahead of print

    Task Dependency Aware Optimal Resource Allocation for URLLC Edge Network: A Digital Twin Approach Using Finite Blocklength

    Awais, M., Pervaiz, H., Ni, Q. & Yu, W., 12/07/2024, (E-pub ahead of print) In: IEEE Transactions on Green Communications and Networking. p. 2473-2400 14 p., 10596126.

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

  41. Published

    Transactive Energy System Deployment over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 31/07/2024, In: IEEE Transactions on Automation Science and Engineering. 21, 3, p. 2677-2688 11 p.

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

  42. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks with Self-Adaptive Dimensionality Compression for High-Dimensional Data Classification

    Gu, X., Ni, Q. & Shen, Q., 21/08/2024, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. 15 p.

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

  43. Published

    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., 1/09/2024, In: IEEE Transactions on Mobile Computing. 23, 9, p. 8729 - 8741 12 p.

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

  44. Published

    UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification

    Lopez Pellicer, A., Giatgong, K., Li, Y., Suri, N. & Angelov, P., 9/09/2024, 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.

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

  45. E-pub ahead of print

    SFOM-DT: A Secure and Fair One-to-Many Data Trading Scheme Based on Blockchain

    Xiong, S., Chen, P., Ge, S. & Ni, Q., 7/10/2024, (E-pub ahead of print) In: IEEE Transactions on Information Forensics and Security.

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

  46. E-pub ahead of print

    Privacy-Aware Anomaly Detection and Notification Enhancement for VANET Based on Collaborative Intrusion Detection System

    Zheng, G., Ni, Q. & Lu, Y., 24/10/2024, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 25, 12, p. 21172 - 21182 11 p.

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

  47. Published

    BCDM: An Early-Stage DDoS Incident Monitoring Mechanism Based on Binary-CNN in IPv6 Network

    Wang, Y., Wang, X., Ni, Q., Yu, W. & Huang, M., 31/10/2024, In: IEEE Transactions on Network and Service Management. 21, 5, p. 5873-5887 14 p.

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

  48. Published

    Energy-Efficient Semantic Communication for Aerial-Aided Edge Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Kaushik, A. & Zarakovitis, C., 31/12/2024, In: IEEE Transactions on Green Communications and Networking. 8, 4, p. 1742-1751 10 p.

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

  49. 2025
  50. Published

    DCACA: Dual-Model Consensus-Based Anti-Risk Confidence Allocation Trust Management in IoVs

    Cheong, C., Song, Y., Cao, Y., Zhang, Y., Wang, H. & Ni, Q., 15/01/2025, In: IEEE Internet of Things Journal. 12, 2, p. 1890-1906 17 p.

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

  51. E-pub ahead of print

    Socially-Inspired Semantic Communication Codec Updating for NTN-Enabled Intelligent Transportation Systems

    Zheng, G., Ni, Q., Navaie, K. & Zarakovitis, C., 10/03/2025, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 13 p.

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

  52. E-pub ahead of print

    Joint Resource Allocation and Beamforming Design for BD-RIS-Assisted Wireless-Powered Cooperative Mobile Edge Computing

    Qin, X., Yu, W., Ni, Q., Song, Z., Hou, T. & Sun, X., 19/03/2025, (E-pub ahead of print) In: IEEE Communications Letters.

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

  53. E-pub ahead of print

    STAR-RIS Enabled ISAC Systems With RSMA: Joint Rate Splitting and Beamforming Optimization

    Liu, Y., Zhang, R., Jiang, R., Zhu, Y., Hu, H., Ni, Q., Fei, Z. & Niyato, D., 4/04/2025, (E-pub ahead of print) In: IEEE Transactions on Cognitive Communications and Networking.

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

  54. Published

    A NOMA-Enhanced 2-Step RACH Procedure for Low-Latency Access in 5G Networks

    Nie, D., Yu, W., Foh, C. H. & Ni, Q., 31/05/2025, In: IEEE Internet of Things Journal. 12, 9, p. 11568 11580 p.

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

  55. Published

    Novel Frequency-Efficient Communication-Positioning Integrated Signal and Ranging Methodology for Future Aviation

    Song, T., Yin, L., Zhu, D., Sun, Y. & Ni, Q., 31/05/2025, In: IEEE Wireless Communications Letters. 14, 5, p. 1561-1565 5 p.

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

  56. Published

    Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs

    Chen, X., Wu, C., Shen, Y., Ji, Y., Yoshinaga, T., Ni, Q., Zarakovitis, C. C. & Zhang, H., 31/07/2025, In: IEEE Network. 39, 4, p. 131-138 8 p.

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

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