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

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

Image super-resolution method based on the interactive fusion of transformer and CNN features

2024

Wang, J., Zou, Y., Alfarraj, O., Sharma, P. K., Said, W., Wang, J.

Visual Computer, vol. 40, pp. 5827–5839

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00371-023-03138-9
Additional Links: View publication in Scopus

An Empirical Study of Reflection Attacks Using NetFlow Data

2024

Chuah, E., Suri, N.

Cybersecurity, vol. 7, 13

Contributions to Journals: Articles

Online: https://ssg.lancs.ac.uk/wp-content/uploads/EmpiricalStudyReflectionAttacks_preprint.pdf
Digital Object Identifier: https://doi.org/10.1186/s42400-023-00203-7
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23967/1/Chuah_etal_CS_Empirical_Study_Reflection_VOR.pdf

The nonlinear multi-variable grey Bernoulli model and its applications

2024

He, Q., Ma, X., Zhang, L., Li, W., Li, T.

Applied Mathematical Modelling, vol. 134, pp. 635-655

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.apm.2024.06.015
Additional Links: View publication in Scopus

An Incentive Approach for Sustainable Vehicle Resource Utilization in Delay-Energy Sensitive Vehicular Edge Computing

2024 - Accepted/In press

Cao, D., Huang, S., Gu, N., Sharma, P. K., Ma, X., Ji, B.

IEEE Transactions on Consumer Electronics, pp. 1

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCE.2024.3416318
Additional Links: View publication in Scopus

A Two-Stage Differential Privacy Scheme for Federated Learning Based on Edge Intelligence

2024

Zhang, L., Xu, J., Sivaraman, A., Deborah, J., Sharma, P. K., Pandi, V.

IEEE journal of biomedical and health informatics, vol. 28, no. 6, pp. 3349-3360

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3306425
Additional Links: View publication in Scopus

Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge

2024

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

International Journal of Machine Learning and Cybernetics

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s13042-024-02212-5
Additional Links: View publication in Scopus

CCTV Footage De-identification for Privacy Protection: A Comprehensive Survey

2024

Jeremiah, S. R., Castro, O. E. L., Sharma, P. K., Park, J. H.

Journal of Internet Technology, vol. 25, no. 3, pp. 379-386

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.53106/160792642024052503004
Additional Links: View publication in Scopus

Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection

2024

Yi, D., Baltov, P., Hua, Y., Philip, S., Sharma, P. K.

IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3313785
Open Access: http://aura.abdn.ac.uk/bitstream/2164/21967/1/Yi_etal_IEEEJBHI_Compound_Scalling_Encoder_AAM.pdf
Additional Links: View publication in Scopus

Next-Generation Consumer Electronics Data Auditing Scheme Toward Cloud-Edge Distributed and Resilient Machine Learning

2024

Li, Y., Shen, J., Vijayakumar, P., Lai, C. F., Sivaraman, A., Sharma, P. K.

IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 2244-2256

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCE.2024.3368206
Additional Links: View publication in Scopus

A Reservation-Based Multi-Source Distributed Offloading Strategy in Dynamic Environments

2024

Cao, D., Yang, Y., Wang, Y., Sharma, P. K., Alfarraj, O., Tolba, A., Zhu, M.

IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 1866 - 1876

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCE.2023.3338745
Additional Links: View publication in Scopus

A relay-assisted parallel offloading strategy for multi-source tasks in internet of vehicles

2024

Cao, D., Zhang, Y. B., Yang, Y. F., Ji, B. F., Sharma, P. K., Alfarraj, O., Tolba, A., Wang, J.

Sustainable Energy Technologies and Assessments, vol. 62, 103619

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.seta.2024.103619
Additional Links: View publication in Scopus

Dual-path network combining CNN and transformer for pavement crack segmentation

2024

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

Automation in Construction, vol. 158, 105217

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.autcon.2023.105217
Additional Links: View publication in Scopus

SHT-based public auditing protocol with error tolerance in FDL-empowered IoVs

2024

Zhu, K., Ren, Y., Shen, J., Vijayakumar, P., Sharma, P. K.

Digital Communications and Networks, vol. 10, no. 1, pp. 142-149

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.dcan.2022.07.011
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23861/1/Zhu_etal_DCN_SHT-Based_Public_auditing_VOR.pdf
Additional Links: View publication in Scopus

Blockchain-Based Sensitive Document Storage to Mitigate Corruptions

2024

Mahlaba, J., Mishra, A. K., Puthal, D., Sharma, P. K.

IEEE Transactions on Engineering Management, vol. 71, pp. 12635 - 12647

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TEM.2022.3183867
Additional Links: View publication in Scopus

Measuring Responsibility in Multi-Agent Systems

2024

Mu, C., Oren, N.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2411.00887
Open Access: https://pure.abdn.ac.uk/ws/files/298915070/main.pdf