X. Bellekens

Most-cited papers

Cyber security in the age of COVID-19: A timeline and analysis of cyber-crime and cyber-attacks during the pandemic
H. Lallie, Lynsay A. Shepherd, Jason R. C. Nurse, Arnau Erola +3 more
2020Computers & security521 citations Open access
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Threat analysis of IoT networks using artificial neural network intrusion detection system
Elike Hodo, X. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh +3 more
2016International Symposium on Networks, Computers and Communications497 citations Open access
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Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey
Elike Hodo, X. Bellekens, Andrew W. Hamilton, C. Tachtatzis +1 more
2017arXiv.org253 citations
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A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems
Hanan Hindy, David Brosset, Ethan Bayne, A. Seeam +3 more
2020IEEE Access228 citations Open access
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Utilising Deep Learning Techniques for Effective Zero-Day Attack Detection
Hanan Hindy, Robert C. Atkinson, C. Tachtatzis, Jean-Noel Colin +2 more
2020Electronics212 citations Open access
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A Taxonomy and Survey of Intrusion Detection System Design Techniques, Network Threats and Datasets
Hanan Hindy, David Brosset, Ethan Bayne, A. Seeam +3 more
2018arXiv.org171 citations
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Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends
Elochukwu A. Ukwandu, M. B. Ben Farah, Hanan Hindy, Miroslav Bures +4 more
2021Inf.131 citations Open access
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Cyber Security in the Maritime Industry: A Systematic Survey of Recent Advances and Future Trends
M. B. Ben Farah, Elochukwu A. Ukwandu, Hanan Hindy, David Brosset +3 more
2022Inf.130 citations Open access
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A Review of Cyber-Ranges and Test-Beds: Current and Future Trends
Elochukwu A. Ukwandu, M. B. Farah, Hanan Hindy, David Brosset +6 more
2020Italian National Conference on Sensors120 citations Open access
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Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study
Hanan Hindy, Ethan Bayne, Miroslav Bures, Robert C. Atkinson +2 more
2020Selected Papers from the 12th International Networking Conference60 citations Open access
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Machine Learning Approach for Detection of nonTor Traffic
Elike Hodo, X. Bellekens, E. Iorkyase, Andrew W. Hamilton +2 more
2017ARES54 citations Open access
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Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks
Dejana Pavlović, C. Davison, Andrew W. Hamilton, Oskar Marko +6 more
2021Italian National Conference on Sensors51 citations Open access
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Leveraging siamese networks for one-shot intrusion detection model
Hanan Hindy, C. Tachtatzis, Robert C. Atkinson, David Brosset +4 more
2020Journal of Intelligence and Information Systems45 citations Open access
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Securing the Electric Vehicle Charging Infrastructure
Roberto Metere, M. Neaimeh, Charles Morisset, C. Maple +2 more
2021arXiv.org39 citations
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Pervasive eHealth services a security and privacy risk awareness survey
X. Bellekens, Andrew W. Hamilton, Preetila Seeam, Kamila Nieradzinska +2 more
2016International Conference on Cyber Situational Awareness39 citations Open access
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Creation and Detection of Hardware Trojans Using Non-Invasive Off-The-Shelf Technologies
Catherine Rooney, A. Seeam, X. Bellekens
2018Electronics30 citations Open access
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Interoperability and Integration Testing Methods for IoT Systems: a Systematic Mapping Study
Miroslav Bures, Matěj Klíma, Vaclav Rechtberger, X. Bellekens +3 more
2020IEEE International Conference on Software Engineering and Formal Methods29 citations Open access
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Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning
Hanan Hindy, David Brosset, Ethan Bayne, A. Seeam +1 more
2018CyberICPS/SECPRE@ESORICS24 citations Open access
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Threat Modeling and Security Issues for the Internet of Things
A. Seeam, Ochanya S. Ogbeh, Shivanand Guness, X. Bellekens
2019Conferences on Next Generation Computing Applications22 citations
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Developing a Siamese Network for Intrusion Detection Systems
Hanan Hindy, C. Tachtatzis, Robert C. Atkinson, Ethan Bayne +1 more
2021EuroMLSys@EuroSys21 citations Open access
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PatrIoT: IoT Automated Interoperability and Integration Testing Framework
Miroslav Bures, Bestoun S. Ahmed, Vaclav Rechtberger, Matěj Klíma +5 more
2021International Conference on Information Control Systems & Technologies21 citations Open access
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Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting their Security and Reliability
Miroslav Bures, Matěj Klíma, Vaclav Rechtberger, Bestoun S. Ahmed +2 more
2021WorldCIST20 citations Open access
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Automatic Annotation of Subsea Pipelines Using Deep Learning
Anastasios Stamoulakatos, Javier Cardona, C. McCaig, David Murray +10 more
2020Italian National Conference on Sensors20 citations Open access
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Gesture based IoT light control for smart clothing
Assad Mohammed, A. Seeam, X. Bellekens, Kamila Nieradzinska +1 more
20162016 IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech)19 citations
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Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach
Colin Urquhart, X. Bellekens, C. Tachtatzis, Robert C. Atkinson +2 more
2019IEEE Access18 citations Open access
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A Study on Situational Awareness Security and Privacy of Wearable Health Monitoring Devices
X. Bellekens, Kamila Nieradzinska, Alexandra Bellekens, Preetila Seeam +2 more
2016International Journal on Cyber Situational Awareness18 citations
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Deep Learning Based Cryptographic Primitive Classification
Gregory D. Hill, X. Bellekens
2017arXiv.org17 citations
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A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems
X. Bellekens, C. Tachtatzis, Robert C. Atkinson, C. Renfrew +1 more
2014International Conference on Security of Information and Networks17 citations Open access
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A Security Perspective on Unikernels
Joshua Talbot, Przemek Pikula, Craig Sweetmore, S. Rowe +4 more
2019International Conference on Cyber Security And Protection Of Digital Services16 citations Open access
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A Taxonomy of Malicious Traffic for Intrusion Detection Systems
Hanan Hindy, Elike Hodo, Ethan Bayne, A. Seeam +2 more
20182018 International Conference On Cyber Situational Awareness, Data Analytics And Assessment (Cyber SA)16 citations Open access
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Critical patient eHealth monitoring system using wearable sensors
Michelle Omoogun, V. Ramsurrun, Shivanand P. Guness, Preetila Seeam +2 more
2017Conferences on Next Generation Computing Applications16 citations
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Investigation of GPU-based Pattern Matching
X. Bellekens, Ivan Andonovic, Robert C. Atkinson, C. Renfrew +1 more
201316 citations
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Augmented-Reality Computer-Vision Assisted Disaggregated Energy Monitoring and IoT Control Platform
Jannish Purmaissur, Praveer Towakel, Shivanand P. Guness, A. Seeam +1 more
20182018 International Conference on Intelligent and Innovative Computing Applications (ICONIC)14 citations Open access
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CryptoKnight: Generating and Modelling Compiled Cryptographic Primitives
Gregory D. Hill, X. Bellekens
2017Inf.14 citations Open access
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Towards an Effective Zero-Day Attack Detection Using Outlier-Based Deep Learning Techniques
Hanan Hindy, Robert C. Atkinson, C. Tachtatzis, Jean-Noel Colin +2 more
2020arXiv.org13 citations
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A Comprehensive View on Quality Characteristics of the IoT Solutions
Miroslav Bures, X. Bellekens, Karel Frajták, Bestoun S. Ahmed
20183rd EAI International Conference on IoT in Urban Space13 citations Open access
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When eHealth meets the internet of things: Pervasive security and privacy challenges
Michelle Omoogun, Preetila Seeam, V. Ramsurrun, X. Bellekens +1 more
2017International Conference on Cyber Security And Protection Of Digital Services13 citations
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Selected Code-quality Characteristics and Metrics for Internet of Things Systems
Matěj Klíma, Miroslav Bures, Karel Frajták, Vaclav Rechtberger +4 more
2022IEEE Access12 citations Open access
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An Assessment of Blockchain Consensus Protocols for the Internet of Things
Beverley Mackenzie, R. I. Ferguson, X. Bellekens
2018International Conferences on Internet of Things, Embedded Systems and Communications12 citations Open access
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GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing
X. Bellekens, C. Tachtatzis, Robert C. Atkinson, C. Renfrew +1 more
2014International Conference on Security of Information and Networks11 citations Open access
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A Comparison of the Performance of 2D and 3D Convolutional Neural Networks for Subsea Survey Video Classification
Anastasios Stamoulakatos, Javier Cardona, C. Michie, I. Andonovic +5 more
2021Oceans10 citations Open access
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On the importance of cyber-security training for multi-vector energy distribution system operators
D. Vozikis, E. Darra, T. Kuusk, D. Kavallieros +2 more
2020ARES10 citations
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Quality and Reliability Metrics for IoT Systems: A Consolidated View
Matěj Klíma, Vaclav Rechtberger, Miroslav Bures, X. Bellekens +2 more
2020SmartCity360°9 citations Open access
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Composite Laminate Delamination Detection Using Transient Thermal Conduction Profiles and Machine Learning Based Data Analysis
David I Gillespie, Andrew W. Hamilton, Robert C. Atkinson, X. Bellekens +3 more
2020Italian National Conference on Sensors7 citations Open access
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Specialized path-based technique to test Internet of Things system functionality under limited network connectivity
Matěj Klíma, Miroslav Bures, Bestoun S. Ahmed, X. Bellekens +3 more
2023Internet of Things6 citations Open access
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Utilising Flow Aggregation to Classify Benign Imitating Attacks
Hanan Hindy, Robert C. Atkinson, C. Tachtatzis, Ethan Bayne +2 more
2021Italian National Conference on Sensors6 citations Open access
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From Cyber-Security Deception To Manipulation and Gratification Through Gamification
X. Bellekens, G. Jayasekara, Hanan Hindy, Miroslav Bures +3 more
2019Interacción6 citations Open access
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Low cost air quality monitoring: comparing the energy consumption of an arduino against a raspberry Pi based system
Chekwube A. Okigbo, A. Seeam, Shivanand P. Guness, X. Bellekens +2 more
2020Proceedings of the 2nd International Conference on Intelligent and Innovative Computing Applications5 citations Open access
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Strathprints Institutional Repository (2015) Data Remanence and Digital Forensic Investigation for Cuda Graphics Processing Units. In: 1st Ieee/ifip Workshop on Security for Emerging Distributed Network Technologies Data Remanence and Digital Forensic Investigation for Cuda Graphics Processing Units
X. Bellekens, P. Greig, Irvine, James M And Tachtatzis +10 more
5 citations
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Cyber Security Certification Programmes
Eleni-Constantina Davri, E. Darra, Isidoros Monogioudis, Athanasios Grigoriadis +15 more
2021Computer Science Symposium in Russia4 citations
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