Security Lancaster (Secure Machine Learning and Intelligence)

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2021
Published
Recent Advances of Continual Learning in Computer Vision: An Overview
Rahmani, H., 2021, In: arxiv.org.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
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
Published
EV Charging Recommendation Concerning Preemptive Service and Charging Urgency Policy
Liu, S., Cao, Y., Ruan, W., Ni, Q., Nati, M. & Suthaputchakun, C., 15/02/2021, 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall). IEEE, 5 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Explainable-by-design Deep Learning
Angelov, P., 03/2021.
Research output: Contribution to conference - Without ISBN/ISSN › Speech
Published
Task scheduling with precedence and placement constraints for resource utilization improvement in multi-user MEC environment
Liu, B., Xu, X., Qi, L., Ni, Q. & Dou, W., 1/03/2021, In: Journal of Systems Architecture. 114, 11 p., 101970.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
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
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
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
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
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
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
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
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
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
Published
Distributed Safe Reinforcement Learning for Multi-Robot Motion Planning
Lu, Y., Guo, Y., Zhao, G. & Zhu, M., 15/07/2021, 2021 29th Mediterranean Conference on Control and Automation (MED). IEEE, 6 p. (2021 29th Mediterranean Conference on Control and Automation (MED); vol. 2021).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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
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
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
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
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
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
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
Published
The evolution of distributed computing systems: from fundamental to new frontiers
Lindsay, D., Singh Gill, S., Smirnova, D. & Garraghan, P., 31/08/2021, In: Computing. 103, 8, p. 1859-1878 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Cyber-Resilient Transactive Energy System Design over Insecure Communication Links
Lu, Y., Lian, J., Zhu, M. & Ma, K., 16/10/2021, (E-pub ahead of print) In: arXiv.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
UAV-aided Wireless Power Transfer and Data Collection in Rician Fading
Liu, Y., Xiong, K., Lu, Y., Ni, Q., Fan, P. & Letaief, K. B., 31/10/2021, In: IEEE Journal on Selected Areas in Communications. 39, 10, p. 3097-3113 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Novel Methods for Efficient Changepoint Detection
Romano, G., 11/11/2021, Lancaster University. 126 p.
Research output: Thesis › Doctoral Thesis
Published
Sparse Adversarial Video Attacks with Spatial Transformations
Mu, R., Soriano Marcolino, L., Ruan, W. & Ni, Q., 22/11/2021.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
The Multi-Modal Video Reasoning and Analyzing Competition
Peng, H., Huang, H., Xu, L., Li, T., Liu, J., Rahmani, H., Ke, Q., Guo, Z., Wu, C., Li, R., Ye, M., Wang, J., Zhang, J., Liu, Y., He, T., Zhang, F., Liu, X. & Lin, T., 24/11/2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 806-813 8 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Biperspective functions for mixed-integer fractional programs with indicator variables
Letchford, A., Ni, Q. & Zhong, Z., 30/11/2021, In: Mathematical Programming. 190, 1-2, p. 39-55 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
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
Published
Reservation-Based EV Charging Recommendation Concerning Charging Urgency Policy
Liu, S., Xia, X., Cao, Y., Ni, Q., Zhang, X. & Xu, L., 30/11/2021, In: Sustainable Cities and Society. 74, 11 p., 103150.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
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
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
2022
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
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
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
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
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
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
Published
Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data
Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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
Published
Distributed Economic Control of Dynamically Coupled Networks
Lu, Y. & Zhu, M., 1/03/2022, In: IEEE Transactions on Cybernetics. 52, 3, p. 1377-1391 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
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
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
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/Magazine › Journal article › peer-review
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
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/ISSN › Conference contribution/Paper › peer-review
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
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
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/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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
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
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
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/Magazine › Journal article › peer-review
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
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
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
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
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
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
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/Magazine › Journal article › peer-review
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
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
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/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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
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/ISSN › Conference contribution/Paper › peer-review
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
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/Magazine › Journal article › peer-review
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
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
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
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/Magazine › Journal article › peer-review
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
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
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
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/Magazine › Journal article › peer-review
2023
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/ISSN › Conference contribution/Paper › peer-review
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
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
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
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
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/Magazine › Journal article › peer-review
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/ISSN › Conference contribution/Paper › peer-review
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
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
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
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
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
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
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
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/Magazine › Journal article › peer-review
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

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