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Security Lancaster (Secure Machine Learning and Intelligence)

  1. 2024
  2. 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/MagazineJournal articlepeer-review

  3. 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/MagazineJournal articlepeer-review

  4. E-pub ahead of print

    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., 20/09/2024, (E-pub ahead of print) In: IEEE Internet of Things Journal.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. 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/MagazineJournal articlepeer-review

  6. 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/MagazineJournal articlepeer-review

  7. 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/MagazineJournal articlepeer-review

  8. 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/MagazineJournal articlepeer-review

  9. 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/ISSNConference contribution/Paperpeer-review

  10. 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/ISSNConference contribution/Paperpeer-review

  11. 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/MagazineJournal articlepeer-review

  12. 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/MagazineJournal articlepeer-review

  13. 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/MagazineJournal articlepeer-review

  14. E-pub ahead of print

    Energy-Efficient Semantic Communication for Aerial-Aided Edge Networks

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H., Kaushik, A. & Zarakovitis, C., 9/05/2024, (E-pub ahead of print) In: IEEE Transactions on Green Communications and Networking.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. 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/MagazineJournal articlepeer-review

  16. 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/MagazineJournal articlepeer-review

  17. 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 outputsBlog

  18. 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/MagazineJournal articlepeer-review

  19. 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/MagazineJournal articlepeer-review

  20. Forthcoming

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

    Lopez Pellicer, A., Giatgong, K., Li, Y., Suri, N. & Angelov, P., 15/03/2024, (Accepted/In press) 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  21. 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 paperpeer-review

  22. 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/MagazineJournal articlepeer-review

  23. 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/MagazineJournal articlepeer-review

  24. 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/MagazineJournal articlepeer-review

  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/MagazineJournal articlepeer-review

  26. Published

    Privacy Preserving Decision-Making over Blockchain

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

    Research output: ThesisDoctoral Thesis

  27. 2023
  28. 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/MagazineJournal articlepeer-review

  29. 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/MagazineJournal articlepeer-review

  30. 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/MagazineJournal articlepeer-review

  31. 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/MagazineJournal articlepeer-review

  32. 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/ProceedingsCommissioned report

  33. 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 paperpeer-review

  34. 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 paperpeer-review

  35. 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/MagazineJournal articlepeer-review

  36. 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/MagazineJournal articlepeer-review

  37. 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/MagazineJournal articlepeer-review

  38. 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/MagazineJournal articlepeer-review

  39. 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/MagazineJournal articlepeer-review

  40. 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/MagazineJournal articlepeer-review

  41. 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/MagazineJournal articlepeer-review

  42. 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 outputsBlog

  43. 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/MagazineJournal articlepeer-review

  44. 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/MagazineJournal articlepeer-review

  45. 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/MagazineJournal articlepeer-review

  46. 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/MagazineJournal articlepeer-review

  47. Published

    A Reservation-Based Vehicle-to-Vehicle Charging Service Under Constraint of Parking Duration

    Liu, S., Ni, Q., Cao, Y., Cui, J., Tian, D. & Zhuang, Y., 31/03/2023, In: IEEE Systems Journal. 17, 1, p. 176-187 12 p., 1.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Efficient Matrix Polynomial Expansion Detector for Large-Scale MIMO: An Inverse-Transform-Sampling Approach

    Deng, Q., Liang, X., Ni, Q. & Wu, J., 31/03/2023, In: IEEE Systems Journal. 17, 1, p. 258-269 12 p., 1.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. 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/MagazineJournal articlepeer-review

  50. 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/MagazineJournal articlepeer-review

  51. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  52. Published

    gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection

    Runge, V., Hocking, T. D., Romano, G., Afghah, F., Fearnhead, P. & Rigaill, G., 27/03/2023, In: Journal of Statistical Software. 106, 6, p. 1–39 39 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  53. Published

    Artificial Intelligence-Based Image Reconstruction for Computed Tomography: A Survey

    Yan, Q., Ye, Y., Xia, J., Cai, Z., Wang, Z. & Ni, Q., 15/03/2023, In: Intelligent Automation and Soft Computing. 36, 3, p. 2545-2558 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  54. Published

    Human Action Recognition from Various Data Modalities: A Review

    Sun, Z., Ke, Q., Rahmani, H., Bennamoun, M., Wang, G. & Liu, J., 1/03/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 3, p. 3200-3225 26 p., 3.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  55. Forthcoming

    DiffPose: Toward More Reliable 3D Pose Estimation

    Rahmani, H. & Liu, J., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  56. Forthcoming

    Token Boosting for Robust Self-Supervised Visual Transformer Pre-training

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  57. Forthcoming

    Unified Pose Sequence Modeling

    Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  58. Published

    Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

    Mu, R., Ruan, W., Soriano Marcolino, L., Jin, G. & Ni, Q., 7/02/2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  59. Published

    A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images

    Alshmrani, G., Ni, Q., Jiang, R., Pervaiz, H. & M. Elshennawy , N., 1/02/2023, In: Alexandria Engineering Journal. 64, p. 923-935 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  60. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  61. Published

    Robust monocular 3D face reconstruction under challenging viewing conditions

    Mohaghegh, H., Rahmani, H. & Bennamoun, M., 1/02/2023, In: Neurocomputing. 520, p. 82-93 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  62. Published

    Online non-parametric changepoint detection with application to monitoring operational performance of network devices

    Austin, E., Romano, G., Eckley, I. & Fearnhead, P., 31/01/2023, In: Computational Statistics and Data Analysis. 177, 13 p., 107551.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  63. Published

    Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

    Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  64. Forthcoming

    Reinforced Learning for Label-Efficient 3D Face Reconstruction

    Mohaghegh, H., Rahmani, H., Laga, H., Boussaid, F. & Bennamoun, M., 16/01/2023, (Accepted/In press) IEEE International Conference on Robotics and Automation (ICRA).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  65. 2022
  66. Published

    Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise

    Romano, G., Rigaill, G., Runge, V. & Fearnhead, P., 31/12/2022, In: Journal of the American Statistical Association. 117, 540, p. 2147-2162

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  67. Published

    Interference Avoidance in Cognitive Radio Networks Using Cooperative Localization

    Farooq-i-Azam, M., Ni, Q., Dong, M., Pervaiz, H., Zarakovitis, C. & Alsolami, F., 31/12/2022, In: IEEE Systems Journal. 16, 4, p. 5120-5130 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  68. Published

    Outage Performance Enhancement for NOMA Based Cooperative Relay Sharing Networks

    Li, Y., Li, T., Li, Y., Pervaiz, H. & Ni, Q., 31/12/2022, In: IEEE Wireless Communications Letters. 11, 12, p. 2665-2669 5 p., 12.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  69. E-pub ahead of print

    Privacy-Preserving Decision-Making over Blockchain

    Zhang, J., Zhang, B., Nastenko, A., Balogun, H. & Oliynykov, R., 21/12/2022, (E-pub ahead of print) In: IEEE Transactions on Dependable and Secure Computing. p. 1-17 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  70. Published

    A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system

    Kumar, A., Yadav, A. S., Gill, S. S., Pervaiz, H., Ni, Q. & Buyya, R., 30/11/2022, In: Simulation Modelling Practice and Theory. 120, 27 p., 102621.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  71. Published

    Entropy-based Reinforcement Learning for computation offloading service in software-defined multi-access edge computing

    Li, K., Wang, X., Ni, Q. & Huang, M., 30/11/2022, In: Future Generation Computer Systems. 136, p. 241-251 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  72. Published

    A Formal Method of Trust Computation in VANET: A Spatial, Temporal and Behavioral Approach

    Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 29/11/2022, Smart Technologies in Urban Engineering. Arsenyeva, O., Romanova, T., Sukhonos, M. & Tsegelnyk, Y. (eds.). Cham: Springer, p. 775-784 10 p. (Smart Technologies in Urban Engineering; vol. 536).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  73. Published

    Multi-Branch with Attention Network for Hand-Based Person Recognition

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 29/11/2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 727-732 6 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  74. Published

    3DVerifier: efficient robustness verification for 3D point cloud models

    Mu, R., Ruan, W., Soriano Marcolino, L. & Ni, Q., 2/11/2022, In: Machine Learning. 2022, 28 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  75. Published

    Wireless charging systems for electric vehicles

    Amjad, M., Farooq-i-Azam, M., Ni, Q., Dong, M. & Ansari, E. A., 31/10/2022, In: Renewable and Sustainable Energy Reviews. 167, 21 p., 112730.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  76. Published

    GradAuto: Energy-oriented Attack on Dynamic Neural Networks

    Pan, J., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 28/10/2022, European Conference on Computer Vision (ECCV). Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 637-653 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13664).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  77. E-pub ahead of print

    Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. Springer, (European Conference on Computer Vision (ECCV)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  78. E-pub ahead of print

    ERA: Expert Retrieval and Assembly for Early Action Prediction

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  79. E-pub ahead of print

    IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition

    Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  80. Published

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

    Lu, Y., Yu, Z. & Suri, N., 1/10/2022, In: arXiv. abs/2210.00325, 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  81. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  82. Published

    Meta Agent Teaming Active Learning for Pose Estimation

    Gong, J., Fan, Z., Ke, Q., Rahmani, H. & Liu, J., 27/09/2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11069-11079 11 p. (2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  83. Published

    Vector-valued Privacy-Preserving Average Consensus

    Pan, L., Shao, H., Lu, Y., Mesbahi, M., Li, D. & Xi, Y., 22/09/2022, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  84. Forthcoming

    User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits

    Wang, W., Yu, W., Foh, C. H., Gao, D. & Ni, Q., 19/09/2022, (Accepted/In press) Proceedings of 2022 IEEE Globecom Workshops (GC Wkshps). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  85. Published

    Pinch: An Adversarial Extraction Attack Framework for Deep Learning Models

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  86. Published

    PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models.

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv. abs/2209.06300, 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  87. Published

    A Technical Review on Driverless Vehicle Technologies in Smart Cities: Advanced Sciences and Technologies for Security Applications

    Zhu, Y., Jiang, R. & Ni, Q., 9/09/2022, Big Data Privacy and Security in Smart Cities . Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & A. Edirisinghe, E. (eds.). 1 ed. London: Springer, p. 53–71 19 p. (Advanced Sciences and Technologies for Security Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  88. Published

    Biometric Blockchain (BBC) Based e-Passports for Smart Border Control: Advanced Sciences and Technologies for Security Applications

    Xu, B., Ni, Q., Jiang, R., Bouridane, A. & Li, C.-T., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & A. Edirisinghe, E. (eds.). 1 ed. London: Springer, p. 235-248 14 p. (Advanced Sciences and Technologies for Security Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  89. Published

    Quantum Bitcoin: The Intersection of Bitcoin, Quantum Computing and Blockchain

    Zhu, Y., Ni, Q., Jiang, R., Bouridane, A. & Li, C.-T., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & Edirisinghe, E. A. (eds.). Cham: Springer, p. 223-234 12 p. (Advanced Sciences and Technologies for Security Applications).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  90. Published

    Truthful Online Double Auctions for Mobile Crowdsourcing: An On-demand Service Strategy

    Liu, S., Yu, Y., Guo, L., Yeoh, P. L., Ni, Q., Vucetic, B. & Li, Y., 1/09/2022, In: IEEE Internet of Things Journal. 9, 17, p. 16096 - 16112 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  91. Published

    Joint Security-vs-QoS Framework: Optimizing the Selection of Intrusion Detection Mechanisms in 5G networks

    Bozorgchenani, A., Zarakovitis, C., Fong Chien, S., Siong Lim, H., Ni, Q., Gouglidis, A. & Mallouli, W., 23/08/2022, ARES '22: Proceedings of the 17th International Conference on Availability, Reliability and Security. New York: ACM, 6 p. 67

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  92. Published

    A Novel Wireless Leaf Area Index Sensor Based on a Combined U-Net Deep Learning Model

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/08/2022, In: IEEE Sensors Journal. 22, 16, p. 16573 - 16585 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  93. Published

    Enhancing URLLC in Integrated Aerial Terrestrial Networks: Design Insights and Performance Trade-offs

    Awais, M., Pervaiz, H., Ali Jamshad, M., Yu, W. & Ni, Q., 9/08/2022, 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  94. Published

    Optimization for Prediction-Driven Cooperative Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q. & Pervaiz, H., 11/07/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, (IEEE International Conference on Communications Workshops (ICC Workshops)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  95. Published

    A Novel Data-driven Approach to Autonomous Fuzzy Clustering

    Gu, X., Ni, Q. & Tang, G., 30/06/2022, In: IEEE Transactions on Fuzzy Systems. 30, 6, p. 2073-2085 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  96. Published

    Continuous Network Update With Consistency Guaranteed in Software-Defined Networks

    He, X., Zheng, J., Dai, H., Zhang, C., Li, G., Dou, W., Rafique, W., Ni, Q. & Chen, G., 30/06/2022, In: IEEE/ACM Transactions on Networking . 30, 3, p. 1424-1438 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  97. Published

    Joint Radio Resource Allocation and Beamforming Optimization for Industrial Internet of Things in Software-Defined Networking-Based Virtual Fog-Radio Access Network 5G-and-Beyond Wireless Environments

    Rahimi, P., Chrysostomou, C., Pervaiz, H., Vassiliou, V. & Ni, Q., 30/06/2022, In: IEEE Transactions on Industrial Informatics. 18, 6, p. 4198-4209 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  98. Published

    REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos

    Ma, X., Rahmani, H., Fan, Z., Yang, B., Cheng, J. & Liu, J., 28/06/2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence. Palo Alto, Calif. : AAAI press, p. 1944-1952 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  99. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  100. Published

    Data-Driven Web APIs Recommendation for Building Web Applications

    Qi, L., He, Q., Chen, F., Zhang, X., Dou, W. & Ni, Q., 1/06/2022, In: IEEE Transactions on Big Data. 8, 3, p. 685-698 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  101. Published

    Real-time facial expression recognition based on iterative transfer learning and efficient attention network

    Kong, Y., Zhang, S., Zhang, K., Ni, Q. & Han, J., 31/05/2022, In: IET Image Processing. 16, 6, p. 1694-1708 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  102. Published

    Efficient Pruning-Split LSTM Machine Learning Algorithm for Terrestrial-Satellite Edge Network

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 16/05/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops 2022). Institute of Electrical and Electronics Engineers Inc., p. 307-311 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  103. Published

    Design and Performance Analysis of Multi-scale NOMA for Future Communication-Positioning Integration System

    Yin, L., Cao, J., Ni, Q., Ma, Y. & Li, S., 30/04/2022, In: IEEE Journal on Selected Areas in Communications. 40, 4, p. 1333-1345 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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