Assessment and Analysis of IoT Protocol Effectiveness in Data Exfiltration Scenario
Conference Proceeding
Adesanya, O. M., Moradpoor, N., Maglaras, L., Lim, I. S., & Ferrag, M. A. (in press)
Assessment and Analysis of IoT Protocol Effectiveness in Data Exfiltration Scenario.
Enhancing Cloud Computing Security Through Blockchain-Based Communication for Electronic Health Records
Conference Proceeding
Noyon, M. S. I., Moradpoor, N., Maglaras, L., & Ahmad, J. (in press)
Enhancing Cloud Computing Security Through Blockchain-Based Communication for Electronic Health Records.
Reliability Analysis of Fault Tolerant Memory Systems
Conference Proceeding
Yigit, Y., Maglaras, L., Amine Ferrag, M., Moradpoor, N., & Lambropoulos, G. (2023)
Reliability Analysis of Fault Tolerant Memory Systems. In 2023 8th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM). https://doi.org/10.1109/SEEDA-CECNSM61561.2023.10470763
This paper delves into a comprehensive analysis of fault-tolerant memory systems, focusing on recovery techniques modelled using Markov chains to address transient errors. The...
Machine Learning for Smart Healthcare Management Using IoT
Book Chapter
Yigit, Y., Duran, K., Moradpoor, N., Maglaras, L., Van Huynh, N., & Canberk, B. (in press)
Machine Learning for Smart Healthcare Management Using IoT. In IoT and ML for Information Management: A Smart Healthcare Perspective. Springer
The convergence of Machine Learning (ML) and the Internet of Things (IoT) has brought about a paradigm shift in healthcare, ushering in a new era of intelligent healthcare man...
Enhancing Mac OS Malware Detection through Machine Learning and Mach-O File Analysis
Conference Proceeding
Thaeler, A., Yigit, Y., Maglaras, L. A., Buchanan, B., Moradpoor, N., & Russell, G. (in press)
Enhancing Mac OS Malware Detection through Machine Learning and Mach-O File Analysis. In 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
Deep Pre-Trained Contrastive Self-Supervised Learning: A Cyberbullying Detection Approach With Augmented Datasets
Conference Proceeding
Alharigy, L., Alnuaim, H., & Moradpoor, N. (in press)
Deep Pre-Trained Contrastive Self-Supervised Learning: A Cyberbullying Detection Approach With Augmented Datasets.
Building Towards Automated Cyberbullying Detection: A Comparative Analysis
Journal Article
Al Harigy, L. M., Al Nuaim, H. A., Moradpoor, N., & Tan, Z. (2022)
Building Towards Automated Cyberbullying Detection: A Comparative Analysis. Computational Intelligence and Neuroscience, 2022, Article 4794227. https://doi.org/10.1155/2022/4794227
The increased use of social media between digitally anonymous users, sharing their thoughts and opinions, can facilitate participation and collaboration. However, it’s this an...
Neutralising Adversarial Machine Learning in Industrial Control Systems Using Blockchain
Conference Proceeding
Moradpoor, N., Barati, M., Robles-Durazno, A., Abah, E., & McWhinnie, J. (in press)
Neutralising Adversarial Machine Learning in Industrial Control Systems Using Blockchain.
The protection of critical national Infrastructures such as drinking water, gas, and electricity is extremely important as nations are dependent on their operation and steadin...
Using IOTA as an Inter-Vehicular Trust Mechanism in Autonomous Vehicles
Conference Proceeding
Cutajar, O., Moradpoor, N., & Jaroucheh, Z. (2021)
Using IOTA as an Inter-Vehicular Trust Mechanism in Autonomous Vehicles. In 2021 14th International Conference on Security of Information and Networks (SIN). https://doi.org/10.1109/SIN54109.2021.9699326
In a perfect world, coordination and cooperation across distributed autonomous systems would be a trivial task. However, incomplete information, malicious actors and real-worl...
VNWTS: A Virtual Water Chlorination Process for Cybersecurity Analysis of Industrial Control Systems
Conference Proceeding
Robles Durazno, A., Moradpoor, N., McWhinnie, J., & Porcel-Bustamante, J. (2021)
VNWTS: A Virtual Water Chlorination Process for Cybersecurity Analysis of Industrial Control Systems. In 2021 14th International Conference on Security of Information and Networks (SIN). https://doi.org/10.1109/SIN54109.2021.9699375
The rapid development of technology during the last decades has led to the integration of the network capabilities in the devices that are essential in the operation of Indust...