Xavier J. A. Bellekens

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 69

Top Venues

University of Strathclyde, Glasgow, UK (PHD)

Education History

University of Strathclyde, Glasgow, UK

PHD

Publications

Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, W. Craig Michie, Xavier J. A. Bellekens
Leveraging siamese networks for one-shot intrusion detection model. J. Intell. Inf. Syst. 60 (2) (2023)
Matej Klima, Miroslav Bures, Bestoun S. Ahmed, Xavier J. A. Bellekens, Robert C. Atkinson, Christos Tachtatzis, Pavel Herout
Specialized path-based technique to test Internet of Things system functionality under limited network connectivity. Internet Things 22 (2023)
Mohamed Amine Ben Farah, M. Omar Al-Kadri, Yussuf Ahmed, Raouf Abouzariba, Xavier J. A. Bellekens
Cyber Incident Scenarios in the Maritime Industry: Risk Assessment and Mitigation Strategies. CSR (2023)
Mohamed Amine Ben Farah, Elochukwu Ukwandu, Hanan Hindy, David Brosset, Miroslav Bures, Ivan Andonovic, Xavier J. A. Bellekens
Cyber Security in the Maritime Industry: A Systematic Survey of Recent Advances and Future Trends. Inf. 13 (1) (2022)
Matej Klima, Miroslav Bures, Karel Frajták, Vaclav Rechtberger, Michal Trnka, Xavier J. A. Bellekens, Tomás Cerný, Bestoun S. Ahmed
Selected Code-Quality Characteristics and Metrics for Internet of Things Systems. IEEE Access 10 (2022)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Ivan Andonovic, Xavier J. A. Bellekens
Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends. Inf. 13 (3) (2022)
Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens
Utilising Flow Aggregation to Classify Benign Imitating Attacks. CoRR (2021)
Roberto Metere, Myriam Neaimeh, Charles Morisset, Carsten Maple, Xavier J. A. Bellekens, Ricardo M. Czekster
Securing the Electric Vehicle Charging Infrastructure. CoRR (2021)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Bestoun S. Ahmed, Hanan Hindy, Xavier J. A. Bellekens
Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting their Security and Reliability. CoRR (2021)
Dejan Pavlovic, Chris Davison, Andrew W. Hamilton, Oskar Marko, Robert C. Atkinson, W. Craig Michie, Vladimir S. Crnojevic, Ivan Andonovic, Xavier J. A. Bellekens, Christos Tachtatzis
Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks. Sensors 21 (12) (2021)
Eleni-Constantina Davri, Eleni Darra, Isidoros Monogioudis, Athanasios Grigoriadis, Christos Iliou, Notis Mengidis, Theodora Tsikrika, Stefanos Vrochidis, Adamantini Peratikou, Helen Gibson, Damir Haskovic, Dimitrios Kavallieros, Evangelos Chaskos, Peng Zhao, Stavros Shiaeles, Nick Savage, Babak Akhgar, Xavier J. A. Bellekens, Mohamed Amine Ben Farah
Cyber Security Certification Programmes. CSR (2021)
Miroslav Bures, Bestoun S. Ahmed, Vaclav Rechtberger, Matej Klima, Michal Trnka, Miroslav Jaros, Xavier J. A. Bellekens, Dani Almog, Pavel Herout
PatrIoT: IoT Automated Interoperability and Integration Testing Framework. CoRR (2021)
Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens
Developing a Siamese Network for Intrusion Detection Systems. EuroMLSys@EuroSys (2021)
Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens
Utilising Flow Aggregation to Classify Benign Imitating Attacks. Sensors 21 (5) (2021)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Xavier J. A. Bellekens
Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends. CoRR (2021)
Miroslav Bures, Bestoun S. Ahmed, Vaclav Rechtberger, Matej Klima, Michal Trnka, Miroslav Jaros, Xavier J. A. Bellekens, Dani Almog, Pavel Herout
PatrIoT: IoT Automated Interoperability and Integration Testing Framework. ICST (2021)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Bestoun S. Ahmed, Hanan Hindy, Xavier J. A. Bellekens
Review of Specific Features and Challenges in the Current Internet of Things Systems Impacting Their Security and Reliability. WorldCIST (3) (2021)
Harjinder Singh Lallie, Lynsay A. Shepherd, Jason R. C. Nurse, Arnau Erola, Gregory Epiphaniou, Carsten Maple, Xavier J. A. Bellekens
Cyber security in the age of COVID-19: A timeline and analysis of cyber-crime and cyber-attacks during the pandemic. Comput. Secur. 105 (2021)
Matej Klima, Vaclav Rechtberger, Miroslav Bures, Xavier J. A. Bellekens, Hanan Hindy, Bestoun S. Ahmed
Quality and Reliability Metrics for IoT Systems: A Consolidated View. CoRR (2020)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
Interoperability and Integration Testing Methods for IoT Systems: a Systematic Mapping Study. CoRR (2020)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, David Brosset, Dimitris Kavallieros, Robert C. Atkinson, Christos Tachtatzis, Miroslav Bures, Ivan Andonovic, Xavier J. A. Bellekens
A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. CoRR (2020)
Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Jean-Noël Colin, Ethan Bayne, Xavier J. A. Bellekens
Towards an Effective Zero-Day Attack Detection Using Outlier-Based Deep Learning Techniques. CoRR (2020)
Matej Klima, Vaclav Rechtberger, Miroslav Bures, Xavier J. A. Bellekens, Hanan Hindy, Bestoun S. Ahmed
Quality and Reliability Metrics for IoT Systems: A Consolidated View. SmartCity360° (2020)
Dimitrios Vozikis, Eleni Darra, Tanel Kuusk, Dimitris Kavallieros, Aare Reintam, Xavier J. A. Bellekens
On the importance of cyber-security training for multi-vector energy distribution system operators. ARES (2020)
Harjinder Singh Lallie, Lynsay A. Shepherd, Jason R. C. Nurse, Arnau Erola, Gregory Epiphaniou, Carsten Maple, Xavier J. A. Bellekens
Cyber Security in the Age of COVID-19: A Timeline and Analysis of Cyber-Crime and Cyber-Attacks during the Pandemic. CoRR (2020)
David I. Gillespie, Andrew W. Hamilton, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
Defect Detection in Aerospace Sandwich Composite Panels Using Conductive Thermography and Contact Sensors. Sensors 20 (22) (2020)
Hanan Hindy, Ethan Bayne, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Xavier J. A. Bellekens
Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study. CoRR (2020)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Kumar Seeam, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems. IEEE Access 8 (2020)
David I. Gillespie, Andrew W. Hamilton, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
Composite Laminate Delamination Detection Using Transient Thermal Conduction Profiles and Machine Learning Based Data Analysis. Sensors 20 (24) (2020)
Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, W. Craig Michie, Xavier J. A. Bellekens
Leveraging Siamese Networks for One-Shot Intrusion Detection Model. CoRR (2020)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, David Brosset, Dimitris Kavallieros, Robert C. Atkinson, Christos Tachtatzis, Miroslav Bures, Ivan Andonovic, Xavier J. A. Bellekens
A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. Sensors 20 (24) (2020)
Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Security Perspective on Unikernels. Cyber Security (2020)
Anastasios Stamoulakatos, Javier Cardona, Chris McCaig, David Murray, Hein Filius, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Pavlos I. Lazaridis, Andrew W. Hamilton, Md. Moinul Hossain, Gaetano Di Caterina, Christos Tachtatzis
Automatic Annotation of Subsea Pipelines Using Deep Learning. Sensors 20 (3) (2020)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
Interoperability and Integration Testing Methods for IoT Systems: A Systematic Mapping Study. SEFM (2020)
Colin Urquhart, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Hanan Hindy, Amar Seeam
Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach. IEEE Access 7 (2019)
Amar Seeam, Ochanya S. Ogbeh, Shivanand Guness, Xavier J. A. Bellekens
Threat Modeling and Security Issues for the Internet of Things. NextComp (2019)
Xavier J. A. Bellekens, Gayan Jayasekara, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert C. Atkinson
From Cyber-Security Deception to Manipulation and Gratification Through Gamification. HCI (29) (2019)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Xavier J. A. Bellekens
Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning. CoRR (2019)
Xavier J. A. Bellekens, Gayan Jayasekara, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert C. Atkinson
From Cyber-Security Deception To Manipulation and Gratification Through Gamification. CoRR (2019)
Maël Nogues, David Brosset, Hanan Hindy, Xavier J. A. Bellekens, Yvon Kermarrec
Labelled Network Capture Generation for Anomaly Detection. FPS (2019)
Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Security Perspective on Unikernels. CoRR (2019)
Jannish Purmaissur, Amar Seeam, Shivanand Guness, Xavier J. A. Bellekens
Augmented Reality Intelligent Lighting Smart Spaces. NextComp (2019)
Colin Urquhart, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Hanan Hindy, Amar Seeam
Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach. CoRR (2019)
Adam Rapley, Xavier J. A. Bellekens, Lynsay A. Shepherd, Colin McLean
Mayall: A Framework for Desktop JavaScript Auditing and Post-Exploitation Analysis. Informatics 5 (4) (2018)
Miroslav Bures, Xavier J. A. Bellekens, Karel Frajták, Bestoun S. Ahmed
A Comprehensive View on Quality Characteristics of the IoT Solutions. CoRR (2018)
Gregory D. Hill, Xavier J. A. Bellekens
CryptoKnight: Generating and Modelling Compiled Cryptographic Primitives. Inf. 9 (9) (2018)
Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Malicious Traffic for Intrusion Detection Systems. CoRR (2018)
Thibaud Mérien, David Brosset, Xavier J. A. Bellekens, Christophe Claramunt
A Human-Centred Model for Network Flow Analysis. CSNet (2018)
Adam Rapley, Xavier J. A. Bellekens, Lynsay A. Shepherd, Colin McLean
Mayall: A Framework for Desktop JavaScript Auditing and Post-Exploitation Analysis. CoRR (2018)
Beverley MacKenzie, Robert Ian Ferguson, Xavier J. A. Bellekens
An Assessment of Blockchain Consensus Protocols for the Internet of Things. IINTEC (2018)
Thibaud Mérien, Xavier J. A. Bellekens, David Brosset, Christophe Claramunt
A spatio-temporal entropy-based approach for the analysis of cyber attacks (demo paper). SIGSPATIAL/GIS (2018)
Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Malicious Traffic for Intrusion Detection Systems. CyberSA (2018)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Xavier J. A. Bellekens
Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning. CyberICPS/SECPRE@ESORICS (2018)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy and Survey of Intrusion Detection System Design Techniques, Network Threats and Datasets. CoRR (2018)
Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert C. Atkinson
Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System. CoRR (2017)
Gregory D. Hill, Xavier J. A. Bellekens
Deep Learning Based Cryptographic Primitive Classification. CoRR (2017)
Michelle Omoogun, Preetila Seeam, Visham Ramsurrun, Xavier J. A. Bellekens, Amar Seeam
When eHealth meets the internet of things: Pervasive security and privacy challenges. Cyber Security (2017)
Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Machine Learning Approach for Detection of nonTor Traffic. CoRR (2017)
Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey. CoRR (2017)
Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Machine Learning Approach for Detection of nonTor Traffic. ARES (2017)
Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Machine Learning Approach for Detectionof nonTor Traffic. J. Cyber Secur. Mobil. 6 (2) (2017)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems. CoRR (2017)
Xavier J. A. Bellekens, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson
Trie Compression for GPU Accelerated Multi-Pattern Matching. CoRR (2017)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. CoRR (2017)
Xavier J. A. Bellekens, Greig Paul, Christos Tachtatzis, James Irvine, Robert C. Atkinson
Strategies for Protecting Intellectual Property when Using CUDA Applications on Graphics Processing Units. SIN (2016)
Xavier J. A. Bellekens, Kamila Nieradzinska, Alexandra Bellekens, Preetila Seeam, Andrew W. Hamilton, Amar Seeam
A Study on Situational Awareness Security and Privacy of Wearable Health Monitoring Devices. Int. J. Cyber Situational Aware. 1 (1) (2016)
Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert C. Atkinson
Threat analysis of IoT networks using artificial neural network intrusion detection system. ISNCC (2016)
Xavier J. A. Bellekens, Andrew W. Hamilton, Preetila Seeam, Kamila Nieradzinska, Quentin Franssen, Amar Seeam
Pervasive eHealth services a security and privacy risk awareness survey. CyberSA (2016)
Xavier J. A. Bellekens, Greig Paul, James M. Irvine, Christos Tachtatzis, Robert C. Atkinson, Tony Kirkham, Craig Renfrew
Data remanence and digital forensic investigation for CUDA Graphics Processing Units. IM (2015)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. SIN (2014)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems. SIN (2014)

Xavier J. A. Bellekens.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xavier J. A. Bellekens