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Security Lancaster (Secure Machine Learning and Intelligence)

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  1. 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

  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

    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/Magazine › Journal article › peer-review

  4. 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/Magazine › Journal article › peer-review

  5. 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/ISSN › Conference contribution/Paper › peer-review

  6. 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

  7. 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

  8. Published

    AoI-Minimal Trajectory Planning and Data Collection in UAV-Assisted Wireless Powered IoT Networks

    Hu, H., Xiong, K., Qu, G., Ni, Q., Fan, P. & Letaief, K. B., 15/01/2021, In: IEEE Internet of Things Journal. 8, 2, p. 1211-1223 13 p.

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

  9. 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

  10. 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/Magazine › Journal article › peer-review

  11. 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/Magazine › Journal article › peer-review

  12. 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/Magazine › Journal article

  13. Published

    Self-organizing fuzzy inference ensemble system for big streaming data classification

    Gu, X., Angelov, P. & Zhao, Z., 22/04/2021, In: Knowledge-Based Systems. 218, 13 p., 106870.

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

  14. 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/Magazine › Journal article › peer-review

  15. 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

  16. 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

  17. 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/ISSN › Conference contribution/Paper › peer-review

  18. 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

  19. 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

  20. 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

  21. Published

    Resource Allocation for Latency-aware Federated Learning in Industrial Internet-of-Things

    Gao, W., Zhao, Z., Min, G., Ni, Q. & Jiang, Y., 31/12/2021, In: IEEE Transactions on Industrial Informatics. 17, 12, p. 8505-8513 9 p.

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

  22. Published

    Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World

    Firouzi, F., Farahani, B., Daneshmand, M., Grise, K., Song, J., Saracco, R., Wang, L. L., Lo, K., Angelov, P., Almeida Soares, E., Po-Shen Loh, Talebpour, Z., Moradi, R., Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das & Hadi Heidari & 12 others, Dana Pasquale, James Moody, James Moodys, Chris Woods, Erich S. Huang, Payam Barnaghi, Sarrafzadeh, M., Ron Li, Kristen L Beck, Olexandr Isayev, Nakmyoung Sung & Alan Luo, 31/08/2021, In: IEEE Internet of Things Journal. 8, 16, p. 12826-12846 21 p.

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

  23. 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/Magazine › Journal article › peer-review

  24. Published

    Proposing a novel deep network for detecting COVID-19 based on chest images

    Dialameh, M., Hamzeh, A., Rahmani, H., Radmard, A. R. & Dialameh, S., 24/02/2022, In: Scientific Reports. 12, 1, 12 p., 3116.

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

  25. 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/Magazine › Journal article › peer-review

  26. Published

    Quantum-driven energy-efficiency optimization for next-generation communications systems

    Chien, S. F., Lim, H. S., Kourtis, M. A., Ni, Q., Zappone, A. & Zarakovitis, C. C., 6/07/2021, In: Energies. 14, 14, 15 p., 4090.

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

  27. 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

  28. Published

    A Low-Latency Interference Coordinated Routing for Wireless Multi-hop Networks

    Cheng, J., Yang, P., Navaie, K., Ni, Q. & Yang, H., 15/03/2021, In: IEEE Sensors Journal. 21, 6, p. 8679 - 8690 12 p.

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

  29. Published

    Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation

    Chen, D., Wang, J., Ruan, W., Ni, Q. & Helal, S., 30/04/2021, In: ACM Transactions on Computing for Healthcare. 2, 2, p. 1-19 19 p., 11.

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

  30. 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

  31. Published

    Changes in microbial utilization and fate of soil carbon following the addition of different fractions of anaerobic digestate to soils

    Cattin, M., Semple, K., Stutter, M., Romano, G., Lag Brotons, A., Parry, C. & Surridge, B., 30/11/2021, In: European Journal of Soil Science. 72, 6, p. 2398-2413 16 p.

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

  32. 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/ISSN › Conference contribution/Paper › peer-review

  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

    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

  35. Published

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

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

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

  36. Published

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

    Baisa, N. L., Williams, B. M., Rahmani, H., Angelov, P. P. & Black, S., 4/08/2021, In: arXiv. abs/2108.02234

    Research output: Contribution to Journal/Magazine › Journal article

  37. 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/ISSN › Conference contribution/Paper › peer-review

  38. 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/ISSN › Conference contribution/Paper › peer-review

  39. 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/ISSN › Conference contribution/Paper › peer-review

  40. 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

  41. 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

  42. 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/Magazine › Journal article › peer-review

  43. Published

    Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds

    Arnold, N., Angelov, P., Viney, T. & Atkinson, P., 23/04/2021, In: Journal of Computer Applications in Archaeology. 4, 1, p. 79-93 15 p.

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

  44. 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/Magazine › Journal article › peer-review

  45. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

    Research output: Contribution to conference - Without ISBN/ISSN › Speech

  46. Published

    Detecting and Learning from Unknown by Extremely Weak Supervision: eXploratory Classifier (xClass)

    Angelov, P. & Almeida Soares, E., 30/11/2021, In: Neural Computing and Applications. 33, 22, p. 15145-15157 13 p.

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

  47. 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/Magazine › Journal article › peer-review

  48. 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/Magazine › Journal article › peer-review

  49. 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/ISSN › Conference contribution/Paper › peer-review

  50. Published

    A Privacy-Preservation Framework based on Biometrics Blockchain (BBC) to Prevent Attacks in VANET

    Alharthi, A., Ni, Q. & Jiang, R., 4/06/2021, In: IEEE Access. 9, p. 87299-87309 11 p.

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

  51. 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/ISSN › Conference contribution/Paper › peer-review

  52. 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

  53. Published

    A Markovian Model for the Analysis of Age of Information in IoT Networks

    Abbas, Q., Hassan, S. A., Pervaiz, H. & Ni, Q., 31/07/2021, In: IEEE Wireless Communications Letters. 10, 7, p. 1596-1600 5 p.

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

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