Publications | The School of Natural and Computing Sciences

Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification

2024 - Accepted/In press

Li, Y., Sharma, P., Leontidis, G., Yi, D.

Contributions to Journals: Conference Articles

Enhancing diagnosis: ensemble deep-learning model for fracture detection using X-ray images

2024

Tahir, A., Saadia, A., Khan, K., Qahmash, A., Akram, R. N.

Clinical Radiology, vol. 79, no. 11, pp. e1394-e1402

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.crad.2024.08.006
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24452/1/Tahir_etal_CR_Enhancing_Diagnosis_VOR.pdf
Additional Links: View publication in Scopus

Using Ambient Sensors for Proximity and Relay Attack Detection in NFC Transactions:: A Reproducibility Study

2024 - E-pub ahead of print

Markantonakis, K., Meister, J. A., Gurulian, I., Shepherd, C., Akram, R. N., Ghazalah, S. A., Kasi, M., Sauveron, D., Hancke, G.

IEEE Access, vol. 12, pp. 150372 - 150386

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/ACCESS.2024.3479729
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24517/1/Accepted_Using_Ambient_Sensors_for_Proximity_and_Relay_Attack_Detection_in_NFC_Transactions_A_Reproducibility_Study-2.pdf

CO-TSM: A Flexible Model for Secure Embedded Device Ownership and Management

2024

Markantonakis, K., Arfaoui, G., Ghazalah, S. A., Shepherd, C., Akram, R. N., Sauveron, D.

Smart Cities, vol. 7, no. 5, pp. 2887-2909

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/smartcities7050112
Open Access: http://aura.abdn.ac.uk/bitstream/2164/24418/1/Camera_Ready_Submitted_CO_TSM_A_Flexible_Model_for_Secure_Embedded_Device_Ownership_and_Management.pdf

DECML: Distributed Edge Consensus Machine Learning Framework

2024

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

Open Access: http://aura.abdn.ac.uk/bitstream/2164/24426/1/Published_DECML_Distributed_Edge_Consensus_Machine_Learning.pdf

Joint Optimization of Computation Offloading and Resource Allocation Considering Task Prioritization in ISAC-Assisted Vehicular Network

2024

Cao, D., Wu, M., Gu, N., Sherratt, R. S., Ghosh, U., Sharma, P. K.

IEEE Internet of Things Journal, vol. 11, no. 18, pp. 29523 - 29532

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JIOT.2024.3360962
Additional Links: View publication in Scopus

Fusion Graph Structure Learning-Based Multivariate Time Series Anomaly Detection With Structured Prior Knowledge

2024

He, S., Li, G., Xie, K., Sharma, P. K.

IEEE Transactions on Information Forensics and Security, vol. 19, pp. 8760-8772

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TIFS.2024.3459631
Additional Links: View publication in Scopus

Automated Dependency Mapping for Web API Security Testing Using Large Language Models

2024 - Accepted/In press

Li, W., Guo, Y.

ACM CCS 2024

Contributions to Conferences: Posters

A dual encoder crack segmentation network with Haar wavelet-based high–low frequency attention

2024

Zhang, J., Zeng, Z., Sharma, P. K., Alfarraj, O., Tolba, A., Wang, J.

Expert Systems with Applications, vol. 256, 124950

Contributions to Journals: Articles

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

Bunch theory: Axioms, logic, applications and model

2024

Stoddart, B., Dunne, S., Mu, C., Zeyda, F.

Journal of Logical and Algebraic Methods in Programming, vol. 140, 100977

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.jlamp.2024.100977
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23525/1/Stoddart_etal_JLAMP_Bunch_Theory_Axioms_VOR.pdf