Publications

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

Digital Object Identifier

https://doi.org/10.1109/GCAIoT63427.2024.10833588

Open Access

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

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

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

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

Li, W., Guo, Y.

ACM CCS 2024, pp. 5024 - 5026

Contributions to Conferences: Posters

Digital Object Identifier

https://doi.org/10.1145/3658644

Probabilistic Strategy Logic with Degrees of Observability

Mu, C., Motamed, N., Alechina, N., Logan, B.

Working Papers and Discussion Papers

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

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

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

Measuring Responsibility in Multi-Agent Systems

Mu, C., Oren, N.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.48550/arXiv.2411.00887

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24802/1/main.pdf

Responsibility-aware Strategic Reasoning in Probabilistic Multi-Agent Systems

Mu, C., Najib, M., Oren, N.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.48550/arXiv.2411.00146

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24808/1/main.pdf

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

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

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