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A systematic literature review of log-correlation tools for cyberattack detection and prediction in large networks
Chuah, E., Kalutarage, H., Tasdemir, K., Abrham, A., Maple, C.
Journal of Information Security and Applications, vol. 92, pp. 1 to 24
Contributions to Journals: Articles
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https://doi.org/10.1016/j.jisa.2025.104096
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Deep learning-based prediction of reflection attacks using NetFlow data
Chuah, E., Jhumka, A., Ayesh, A.
Computers & Security, vol. 156, 104527
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https://doi.org/10.1016/j.cose.2025.104527
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http://aura.abdn.ac.uk/bitstream/2164/25554/1/DL_based_prediction_reflection_attacks.pdf
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http://aura.abdn.ac.uk/bitstream/2164/25554/2/Chuah_etal_CaS_Deep_Learning-Based_Prediction_AAM.pdf
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An Unsupervised Malicious Web Request Detection based on Transformer and Contrastive Learning
He, S., Zhang, Y., Liang, D., Sharma, P.
IEEE Transactions on Network and Service Management
Contributions to Journals: Articles
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Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT
Yi, D., Hua, Y., Murchie, P., Sharma, P.
IEEE journal of biomedical and health informatics, vol. 29, no. 4, pp. 2335-2344
Contributions to Journals: Articles
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https://doi.org/10.1109/JBHI.2023.3340201
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http://aura.abdn.ac.uk/bitstream/2164/22588/1/Yi_etal_JBHI_Label-Free_Medical_Image_AAM.pdf
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View publication in Scopus
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DECML: Distributed Edge Consensus Machine Learning Framework
Verdeyen, C., Shepherd, C., Markantonakis, K., Akram, R. N., Milroy, R., Abu Ghazalah, S., Sauveron, D.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
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https://doi.org/10.1109/GCAIoT63427.2024.10833588
- Open Access
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http://aura.abdn.ac.uk/bitstream/2164/24426/1/Published_DECML_Distributed_Edge_Consensus_Machine_Learning.pdf
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Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge
He, S., Li, G., Wang, J., Xie, K., Sharma, P. K.
International Journal of Machine Learning and Cybernetics, vol. 16, no. 1, pp. 267-283
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https://doi.org/10.1007/s13042-024-02212-5
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A dual encoder crack segmentation network with Haar wavelet-based high–low frequency attention
Zhang, J., Zeng, Z., Sharma, P. K., Alfarraj, O., Tolba, A., Wang, J.
Expert Systems with Applications, vol. 256, 124950
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https://github.com/zZhiG/DECS-Net
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https://doi.org/10.1016/j.eswa.2024.124950
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Automated Dependency Mapping for Web API Security Testing Using Large Language Models
Li, W., Guo, Y.
ACM CCS 2024, pp. 5024 - 5026
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https://doi.org/10.1145/3658644
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Probabilistic Strategy Logic with Degrees of Observability
Mu, C., Motamed, N., Alechina, N., Logan, B.
Working Papers and Discussion Papers
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Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification
Li, Y., Sharma, P., Leontidis, G., Yi, D.
Contributions to Journals: Conference Articles
