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Security Lancaster (Secure Machine Learning and Intelligence)

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

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

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

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

  5. 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/Magazine › Journal article › peer-review

  6. Published

    Novel Methods for Efficient Changepoint Detection

    Romano, G., 11/11/2021, Lancaster University. 126 p.

    Research output: Thesis › Doctoral Thesis

  7. 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

  8. 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

  9. 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/Magazine › Journal article › peer-review

  10. Published

    TRACTOR: Traffic‐aware and power‐efficient virtual machine placement in edge‐cloud data centers using artificial bee colony optimization

    Shahab Nabavi, S., Singh Gill, S., Xu, M., Masdari, M. & Garraghan, P., 31/01/2022, In: International Journal of Communication Systems. 35, 1, 21 p., e4747.

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

  11. Published

    Network-assisted Unmanned Aerial Vehicle Communication for Smart Monitoring of Lock-down

    Sharma, N., Awais, M., Pervaiz, H., Malik, H. & Ni, Q., 23/07/2021, Autonomous Airborne Wireless Networks. Imran, M. A., Onireti, O., Ansari, S. & Abbasi, Q. H. (eds.). Chichester: John Wiley and Sons, p. 195-216 22 p. (Wiley - IEEE).

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

  12. Published

    On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems

    Shinde, S. S., Bozorgchenani, A., Tarchi, D. & Ni, Q., 28/02/2022, In: IEEE Transactions on Vehicular Technology. 71, 2, p. 2041-2057 17 p.

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

  13. 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

  14. Published

    Low-Latency Driven Performance Analysis for Single-Cluster NOMA Networks

    Song, Z., Yu, W., Xiao, L., Musavian, L., Ni, Q. & Sun, X., 2/02/2022, 2021 IEEE Global Communications Conference (GLOBECOM). IEEE

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

  15. 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

  16. Published

    Optimizing Computation Efficiency for NOMA-Assisted Mobile Edge Computing with User Cooperation

    Su, B., Ni, Q., Yu, W. & Pervaiz, H., 30/06/2021, In: IEEE Transactions on Green Communications and Networking. 5, 2, p. 858-867 10 p.

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

  17. 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/Magazine › Journal article › peer-review

  18. Published

    CoPace: Edge Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning

    Tian, H., Xu, X., Qi, L., Zhang, X., Dou, W., Yu, S. & Ni, Q., 31/12/2021, In: IEEE Transactions on Vehicular Technology. 70, 12, p. 13281-13293 13 p.

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

  19. 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

  20. Published

    Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

    Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

  21. Published

    Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization

    Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.

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

  22. Published

    6G-Enabled Short-Term Forecasting for Large-Scale Traffic Flow in Massive IoT Based on Time-Aware Locality-Sensitive Hashing

    Wang, F., Zhu, M., Wang, M., Khosravi, M. R., Ni, Q., Yu, S. & Qi, L., 1/04/2021, In: IEEE Internet of Things Journal. 8, 7, p. 5321-5331 11 p.

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

  23. 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/Magazine › Journal article › peer-review

  24. 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

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

  26. 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

  27. 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

  28. Published

    Resolving Multi-task Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game

    Wu, H., Zhang, J., Cai, Z., Ni, Q., Zhou, T., Yu, J., Chen, H. & Liu, F., 31/12/2021, In: IEEE Internet of Things Journal. 8, 23, p. 16972-16983 12 p.

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

  29. 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

  30. 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

  31. 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/ISSN › Chapter (peer-reviewed) › peer-review

  32. 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/Magazine › Journal article › peer-review

  33. Published

    Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems

    Yang, Z.-X., Rong, H.-J., Wong, P. K., Angelov, P. & Wang, H., 1/05/2021, In: IEEE Transactions on Industrial Electronics. 68, 5, p. 4508-4518 11 p.

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

  34. Published

    Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems

    Yeung, G.-F., Borowiec, D., Yang, R., Friday, A., Harper, R. H. R. & Garraghan, P., 31/01/2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 1, p. 88-100 13 p., 21015055.

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

  35. Published

    Intelligent Multisensor Cooperative Localization Under Cooperative Redundancy Validation

    Yin, L., Ni, Q. & Deng, Z., 30/04/2021, In: IEEE Transactions on Cybernetics. 51, 4, p. 2188-2200 13 p.

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

  36. 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/Magazine › Journal article › peer-review

  37. 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

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

  39. Published

    Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification

    Yue, J., Fang, L., Rahmani, H. & Ghamisi, P., 1/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5501813.

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

  40. Published

    SANCUS: Multi-layers Vulnerability Management Framework for Cloud-native 5G networks

    Zarakovitis, C., Klonidis, D., Salazar, Z., Prudnikova, A., Bozorgchenani, A., Ni, Q., Klitis, C., Guirgis, G., Cavalli, A., Sgouros, N., Makri, E., Lalas, A., Votis, K., Amponis, G. & Mallouli, W., 17/08/2021, ARES 21: Proceedings of the 16th International Conference on Availability, Reliability and Security. New York: ACM, 10 p. 108

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

  41. Published

    Secure Perception-Driven Control of Mobile Robots Using Chaotic Encryption

    Zhang, X., Yuan, Z., Xu, S., Lu, Y. & Zhu, M., 28/07/2021, 2021 American Control Conference (ACC). IEEE, p. 2575-2580 6 p.

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

  42. 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/Magazine › Journal article › peer-review

  43. 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

  44. 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

  45. Published

    Privacy Preserving Decision-Making over Blockchain

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

    Research output: Thesis › Doctoral Thesis

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

  47. 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

  48. 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

  49. 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

  50. 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

  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. 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/ISSN › Chapter (peer-reviewed) › peer-review

  53. 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/ISSN › Chapter (peer-reviewed) › peer-review

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