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ORCIDXavier J. A. Bellekens
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2020 – today
- 2024
[j19]Mohamed Amine Ben Farah
, Yussuf Ahmed, Haitham H. Mahmoud, Syed Attique Shah, M. Omar Al-Kadri, Sandy Taramonli, Xavier J. A. Bellekens, Raouf Abozariba, Moad Idrissi, Adel Aneiba:
A survey on blockchain technology in the maritime industry: Challenges and future perspectives. Future Gener. Comput. Syst. 157: 618-637 (2024)- 2023
- [j18]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: 100706 (2023) - [j17]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): 407-436 (2023) - [c26]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: 194-199 - [e1]Cyril Onwubiko, Pierangelo Rosati, Aunshul Rege, Arnau Erola, Xavier J. A. Bellekens, Hanan Hindy, Martin Gilje Jaatun:
Proceedings of the International Conference on Cybersecurity, Situational Awareness and Social Media, Cyber Science 2022, Wales, UK, June 20-21, 2022. Springer Proceedings in Complexity, Springer 2023, ISBN 978-981-19-6414-5 [contents] - 2022
- [j16]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: 46144-46161 (2022) - [j15]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): 22 (2022) - [j14]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): 146 (2022) - 2021
- [j13]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: 102248 (2021) - [j12]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): 1761 (2021) - [j11]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): 4050 (2021) - [c25]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: 428-435 - [c24]Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens:
Developing a Siamese Network for Intrusion Detection Systems. EuroMLSys@EuroSys 2021: 120-126 - [c23]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: 454-459 - [c22]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: 546-556 - [i27]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 abs/2101.02631 (2021) - [i26]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 abs/2101.12036 (2021) - [i25]Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens:
Utilising Flow Aggregation to Classify Benign Imitating Attacks. CoRR abs/2103.04208 (2021) - [i24]Roberto Metere, Myriam Neaimeh, Charles Morisset, Carsten Maple, Xavier J. A. Bellekens, Ricardo M. Czekster:
Securing the Electric Vehicle Charging Infrastructure. CoRR abs/2105.02905 (2021) - [i23]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 abs/2107.04910 (2021) - 2020
- [j10]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: 104650-104675 (2020) - [j9]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): 674 (2020) - [j8]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): 6689 (2020) - [j7]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): 7148 (2020) - [j6]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): 7227 (2020) - [c21]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: 114:1-114:6 - [c20]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: 1-7 - [c19]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: 93-112 - [c18]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: 635-650 - [d1]Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens:
MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset. IEEE DataPort, 2020
- [i22]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 abs/2006.11929 (2020) - [i21]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 abs/2006.15340 (2020) - [i20]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 abs/2006.15343 (2020) - [i19]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 abs/2006.15344 (2020) - [i18]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 abs/2007.11308 (2020) - [i17]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 abs/2010.06850 (2020) - [i16]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 abs/2011.10865 (2020)
2010 – 2019
- 2019
- [j5]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: 146057-146069 (2019) - [c17]Maël Nogues, David Brosset, Hanan Hindy, Xavier J. A. Bellekens, Yvon Kermarrec:
Labelled Network Capture Generation for Anomaly Detection. FPS 2019: 98-113 - [c16]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: 99-114 - [c15]Jannish Purmaissur, Amar Seeam, Shivanand Guness, Xavier J. A. Bellekens:
Augmented Reality Intelligent Lighting Smart Spaces. NextComp 2019: 1-5 - [c14]Amar Seeam, Ochanya S. Ogbeh, Shivanand Guness, Xavier J. A. Bellekens:
Threat Modeling and Security Issues for the Internet of Things. NextComp 2019: 1-8 - [i15]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 abs/1903.08918 (2019) - [i14]Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Xavier J. A. Bellekens:
Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning. CoRR abs/1904.05724 (2019) - [i13]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 abs/1910.09410 (2019) - [i12]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 abs/1911.06260 (2019) - 2018
- [j4]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): 46 (2018) - [j3]Gregory D. Hill, Xavier J. A. Bellekens:
CryptoKnight: Generating and Modelling Compiled Cryptographic Primitives. Inf. 9(9): 231 (2018) - [c13]Thibaud Mérien, David Brosset, Xavier J. A. Bellekens, Christophe Claramunt:
A Human-Centred Model for Network Flow Analysis. CSNet 2018: 1-6 - [c12]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: 1-4 - [c11]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: 3-19 - [c10]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: 564-567 - [c9]Beverley MacKenzie, Robert Ian Ferguson, Xavier J. A. Bellekens:
An Assessment of Blockchain Consensus Protocols for the Internet of Things. IINTEC 2018: 183-190 - [i11]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 abs/1806.03516 (2018) - [i10]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 abs/1806.03517 (2018) - [i9]Adam Rapley, Xavier J. A. Bellekens, Lynsay A. Shepherd, Colin McLean:
Mayall: A Framework for Desktop JavaScript Auditing and Post-Exploitation Analysis. CoRR abs/1811.05945 (2018) - [i8]Miroslav Bures, Xavier J. A. Bellekens, Karel Frajták, Bestoun S. Ahmed:
A Comprehensive View on Quality Characteristics of the IoT Solutions. CoRR abs/1812.09683 (2018) - 2017
- [j2]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): 171-194 (2017) - [c8]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: 85:1-85:6 - [c7]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: 1-7 - [i7]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 abs/1701.02145 (2017) - [i6]Xavier J. A. Bellekens, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson:
Trie Compression for GPU Accelerated Multi-Pattern Matching. CoRR abs/1702.03657 (2017) - [i5]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 abs/1704.02272 (2017) - [i4]Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham:
GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. CoRR abs/1704.02278 (2017) - [i3]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 abs/1704.02286 (2017) - [i2]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 abs/1708.08725 (2017) - [i1]Gregory D. Hill, Xavier J. A. Bellekens:
Deep Learning Based Cryptographic Primitive Classification. CoRR abs/1709.08385 (2017) - 2016
- [b1]Xavier J. A. Bellekens:
High performance pattern matching and data remanence on graphics processing units. University of Strathclyde, Glasgow, UK, 2016 - [j1]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): 74-96 (2016) - [c6]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: 1-4 - [c5]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: 1-6 - [c4]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: 166-173 - 2015
- [c3]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: 1345-1350 - 2014
- [c2]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: 295 - [c1]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: 302
Coauthor Index
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