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Christos Tachtatzis
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Publications
- 2023
- [j29]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) - [j28]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) - 2022
- [j25]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
- [j19]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) - [j18]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) - [c16]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 - [i19]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) - [i18]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
- [j16]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) - [j15]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) - [j13]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) - [j11]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) - [j10]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) - [c15]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 - [c14]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 - [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 - [i15]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) - [i14]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) - [i13]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) - [i12]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) - [i11]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) - 2019
- [j9]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) - [c12]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 - [i10]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) - [i9]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) - [i8]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
- [i7]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) - 2017
- [j5]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) - [c10]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 - [i6]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) - [i5]Xavier J. A. Bellekens, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson:
Trie Compression for GPU Accelerated Multi-Pattern Matching. CoRR abs/1702.03657 (2017) - [i4]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) - [i3]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) - [i2]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) - [i1]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) - 2016
- [c9]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 - [c7]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
- [c5]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
- [c4]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 - [c3]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
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