Publications
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Can Image Quality Assessment Help Medical Image Segmentation?
- Digital Object Identifier
- https://doi.org/10.1109/ICCC68654.2025.11437988
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SALB: Security-Aware Load Balancing for Large Language Model Training in Datacenter Networks
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Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification
- Digital Object Identifier
- https://doi.org/10.1007/978-981-95-2680-2_20
- Open Access
- http://aura.abdn.ac.uk/bitstreams/00ea8995-60d4-4777-810d-f805dd2cb002/download
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Artificial Intelligence and the Future of Human Employment
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Beyond Principles: Adaptive Governance for AI’s Next Frontier
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Adaptive Quantum-Augmented Security Framework for Vehicle-to-Everything (AQAS-V2X) Communication
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Multivariate Time Series Anomaly Detection Using Learnable Spatial-Temporal Graph Ordinary Differential Equations Network
- Digital Object Identifier
- https://doi.org/10.1109/TDSC.2025.3640165
- Open Access
- http://aura.abdn.ac.uk/bitstreams/d54c65e5-9d5d-476e-917e-37566e560a6c/download
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SoK: Towards Privacy-Centric Collaborative Machine Learning—A Classification Framework for Privacy Solutions
- Digital Object Identifier
- https://doi.org/10.1007/s42979-025-04482-4
- Open Access
- http://aura.abdn.ac.uk/bitstreams/d73b8f85-aec8-4b0b-9d12-813ec6d41f57/download
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Deep learning‑based prediction of major page faults in cluster systems
- Digital Object Identifier
- https://doi.org/10.1007/s42514-025-00233-2
- Open Access
- http://aura.abdn.ac.uk/bitstreams/87676e03-9d18-4eff-8d31-dc51eeefe396/download
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Deep learning-based prediction of reflection attacks using NetFlow data
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An Unsupervised Malicious Web Request Detection based on Transformer and Contrastive Learning
- Digital Object Identifier
- https://doi.org/10.1109/TNSM.2025.3563089
- Open Access
- http://aura.abdn.ac.uk/bitstreams/fe514001-ae36-437b-8528-70e3b15f05af/download
- Additional Links
- View publication in Scopus
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GpDB: A Graph Partition Based Storage Strategy for DAG-Blockchain in Edge-Cloud IIoT
- Digital Object Identifier
- https://doi.org/10.1109/TII.2022.3162201
- Additional Links
- View publication in Scopus
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A systematic literature review of log-correlation tools for cyberattack detection and prediction in large networks
- Digital Object Identifier
- https://doi.org/10.1016/j.jisa.2025.104096
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Minecrafter: A secure and decentralized consensus protocol for blockchain-enabled vaccine supply chain
- Digital Object Identifier
- https://doi.org/10.1007/s12083-025-01980-3
- Additional Links
- View publication in Scopus
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Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
- Digital Object Identifier
- https://doi.org/10.1109/JBHI.2023.3340201
- Open Access
- http://aura.abdn.ac.uk/bitstreams/44bef647-55d9-4576-9330-5f25b452ed91/download
- Additional Links
- View publication in Scopus
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DECML: Distributed Edge Consensus Machine Learning Framework
- Digital Object Identifier
- https://doi.org/10.1109/GCAIoT63427.2024.10833588
- Open Access
- http://aura.abdn.ac.uk/bitstreams/dc5c755e-8d53-4ea8-98a3-c2be6d6e3df6/download
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Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge
- Digital Object Identifier
- https://doi.org/10.1007/s13042-024-02212-5
- Additional Links
- View publication in Scopus
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Zero Trust Networks: Evolution and Application from Concept to Practice
- Digital Object Identifier
- https://doi.org/10.32604/cmc.2025.059170
- Open Access
- http://aura.abdn.ac.uk/bitstreams/ebaa3f2f-9518-4760-974b-5ba4b33135a1/download
- Additional Links
- View publication in Scopus
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Privacy Enhanced Mobile User Authentication Method Using Motion Sensors
- Digital Object Identifier
- https://doi.org/10.32604/cmes.2023.031088
- Open Access
- http://aura.abdn.ac.uk/bitstreams/b845b351-326f-45f8-b0d0-0fe4b8b73c66/download
- Additional Links
- View publication in Scopus
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A dual encoder crack segmentation network with Haar wavelet-based high–low frequency attention
- Online
- https://github.com/zZhiG/DECS-Net
- Digital Object Identifier
- https://doi.org/10.1016/j.eswa.2024.124950
- Additional Links
- View publication in Scopus
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Automated Dependency Mapping for Web API Security Testing Using Large Language Models
- Digital Object Identifier
- https://doi.org/10.1145/3658644
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Multivariate Time Series Anomaly Detection Based on Multiple Spatiotemporal Graph Convolution
- Digital Object Identifier
- https://doi.org/10.1109/TIM.2024.3493890
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Enhancing diagnosis: ensemble deep-learning model for fracture detection using X-ray images
- Digital Object Identifier
- https://doi.org/10.1016/j.crad.2024.08.006
- Open Access
- http://aura.abdn.ac.uk/bitstreams/e4decd7d-7217-4aa0-a23d-6dab9fb603db/download
- Additional Links
- View publication in Scopus
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Measuring Responsibility in Multi-Agent Systems
- Digital Object Identifier
- https://doi.org/10.48550/arXiv.2411.00887
- Open Access
- http://aura.abdn.ac.uk/bitstreams/cec2d5c1-3f4e-4ec3-ba9f-aa83a5b1e585/download