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Stamoulakatos, Anastasios and Cardona, Javier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Bellekens, Xavier and Atkinson, Robert and Hossain, Md Moinul and Tachtatzis, Christos (2021) A comparison of the performance of 2D and 3D convolutional neural networks for subsea survey video classification. In: Oceans 2021, 2021-09-20 - 2021-09-23, San Diego.

Lallie, Harjinder Singh and Shepherd, Lynsay A. and Nurse, Jason R.C. and Erola, Arnau and Epiphaniou, Gregory and Maple, Carsten and Bellekens, Xavier (2021) Cyber security in the age of COVID-19 : a timeline and analysis of cyber-crime and cyber-attacks during the pandemic. Computers and Security, 105. 102248. ISSN 0167-4048

Pavlovic, Dejan and Davison, Christopher and Hamilton, Andrew and Marko, Oskar and Atkinson, Robert and Michie, Craig and Crnojević, Vladimir and Andonovic, Ivan and Bellekens, Xavier and Tachtatzis, Christos (2021) Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks. Sensors, 21 (12). 4050. ISSN 1424-8220

Bures, Miroslav and Ahmed, Bestoun S. and Rechtberger, Vaclav and Klima, Matej and Trnka, Michal and Jaros, Miroslav and Bellekens, Xavier and Almog, Dani and Herout, Pavel; (2021) PatrIoT : IoT automated interoperability and integration testing framework. In: 2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE, Piscataway, N.J., pp. 454-459. ISBN 9781728168364

Hindy, Hanan and Tachtatzis, Christos and Atkinson, Robert and Bayne, Ethan and Bellekens, Xavier; (2021) Developing a Siamese network for intrusion detection systems. In: EuroMLSys '21. Association for Computing Machinery, GBR, 120–126. ISBN 9781450382984

Hindy, Hanan and Atkinson, Robert and Tachtatzis, Christos and Bayne, Ethan and Bureš, Miroslav and Bellekens, Xavier (2021) Utilising flow aggregation to classify benign imitating attacks. Sensors, 21 (5). 1761. ISSN 1424-8220

Hindy, Hanan and Bayne, Ethan and Bures, Miroslav and Atkinson, Robert and Tachtatzis, Christos and Bellekens, Xavier; Ghita, Bogdan and Shiaeles, Stavros, eds. (2021) Machine learning based IoT Intrusion Detection System : an MQTT case study (MQTT-IoT-IDS2020 Dataset). In: Selected Papers from the 12th International Networking Conference, INC 2020. Lecture Notes in Networks and Systems, LNNS . Springer, GRC, pp. 73-84. ISBN 9783030647582

Gillespie, David I. and Hamilton, Andrew W. and Atkinson, Robert C. and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos (2020) Composite laminate delamination detection using transient thermal conduction profiles and machine learning based data analysis. Sensors, 20 (24). 7227. ISSN 1424-8220

Ukwandu, Elochukwu and Ben Farah, Mohamed Amine and Hindy, Hanan and Brosset, David and Kavallieros, Dimitris and Atkinson, Robert and Tachtatzis, Christos and Bureš, Miroslav and Andonovic, Ivan and Bellekens, Xavier (2020) A review of cyber-ranges and test-beds : current and future trends. Sensors, 20 (24). 7148. ISSN 1424-8220

Gillespie, David I. and Hamilton, Andrew W. and Atkinson, Robert C. and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Tachtatzis, Christos (2020) Defect detection in aerospace sandwich composite panels using conductive thermography and contact sensors. Sensors, 20 (22). 6689. ISSN 1424-8220

Hindy, Hanan and Atkinson, Robert and Tachtatzis, Christos and Colin, Jean-Noël and Bayne, Ethan and Bellekens, Xavier (2020) Utilising deep learning techniques for effective zero-day attack detection. Electronics, 9 (10). 1684. ISSN 2079-9292

Bureš, Miroslav and Klima, Matej and Rechtberger, Vaclav and Bellekens, Xavier and Tachtatzis, Christos and Atkinson, Robert and Ahmed, Bestoun S.; de Boer, Frank and Cerone, Antonio, eds. (2020) Interoperability and integration testing methods for IoT systems : a systematic mapping study. In: International Conference on Software Engineering and Formal Methods. Lecture Notes in computer Science . Springer, NLD, pp. 93-112. ISBN 978-3-030-58768-0

Vozikis, Dimitrios and Dara, Eleni and Kuusk, Tanel and Kavallieros, Dimitris and Reintam, Aare and Bellekens, Xavier; Volkamer, Melanie and Wressnegger, Christian, eds. (2020) On the importance of cyber-security training for multi-vector energy distribution system operators. In: ARES Proceedings of the 15th International Conference on Availability, Reliability and Security. ACM Press, New York. ISBN 978-1-4503-8833-7

Talbot, Joshua and Pikula, Przemek and Sweetmore, Craig and Rowe, Samuel and Hindy, Hanan and Tachtatzis, Christos and Atkinson, Robert and Bellekens, Xavier (2020) A security perspective on Unikernels. In: International Conference on Cyber Security and Protection of Digital Services (Cyber Security 2020), 2020-06-15 - 2020-06-19, held online (virtual).

Hindy, Hanan and Brosset, David and Bayne, Ethan and Seeam, Amar and Tachtatzis, Christos and Atkinson, Robert and Bellekens, Xavier (2020) A taxonomy of network threats and the effect of current datasets on intrusion detection systems. IEEE Access, 8. pp. 104650-104675. ISSN 2169-3536

Stamoulakatos, Anastasios and Cardona, Javier and McCaig, Chris and Murray, David and Filius, Hein and Atkinson, Robert and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Hamilton, Andrew and Hossain, Md. Moinul and Di Caterina, Gaetano and Tachtatzis, Christos (2020) Automatic annotation of subsea pipelines using deep learning. Sensors, 20 (3). 674. ISSN 1424-8220

Urquhart, Colin and Bellekens, Xavier and Tachtatzis, Christos and Atkinson, Robert and Hindy, Hanan and Seeam, Amar (2019) Cyber-security internals of a Skoda Octavia vRS : a hands on approach. IEEE Access, 7. pp. 146057-146069. ISSN 2169-3536

Hindy, Hanan and Brosset, David and Bayne, Ethan and Seeam, Amar and Bellekens, Xavier; Katsikas, Sokratis K. and Cuppens, Frédéric and Cuppens, Nora and Lambrinoudakis, Costas and Antón, Annie and Gritzalis, Stefanos and Mylopoulos, John and Kalloniatis, Christos, eds. (2019) Improving SIEM for critical SCADA water infrastructures using machine learning. In: Computer Security. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer-Verlag, ESP, pp. 3-19. ISBN 9783030127855

Merien, Thibaud and Brosset, David and Bellekens, Xavier and Claramunt, Christophe; (2019) A human-centred model for network flow analysis. In: 2018 2nd Cyber Security in Networking Conference (CSNet). IEEE, FRA. ISBN 9781538670453

Rapley, Adam and Bellekens, Xavier and Shepherd, Lynsay A. and McLean, Colin (2018) Mayall : a framework for desktop JavaScript auditing and post-exploitation analysis. Informatics, 5 (4). 46. ISSN 2227-9709

Hindy, Hanan and Hodo, Elike and Bayne, Ethan and Seeam, Amar and Atkinson, Robert and Bellekens, Xavier; (2018) A taxonomy of malicious traffic for intrusion detection systems. In: 2018 International Conference on Cyber Situational Awareness, Data Analytics and Assessment, CyberSA 2018. Institute of Electrical and Electronics Engineers Inc., GBR. ISBN 9781538645659

Mérien, Thibaud and Bellekens, Xavier and Brosset, David and Claramunt, Christophe; Xiong, Li and Tamassia, Roberto and Banaei, Kashani Farnoush and Guting, Ralf Hartmut and Hoel, Erik, eds. (2018) A spatio-temporal entropy-based approach for the analysis of cyber attacks. In: 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Association for Computing Machinery, USA, pp. 564-567. ISBN 9781450358897

Hill, Gregory and Bellekens, Xavier (2018) CryptoKnight : generating and modelling compiled cryptographic primitives. Information, 9 (9). 231. ISSN 2078-2489

Rooney, Catherine and Seeam, Amar and Bellekens, Xavier (2018) Creation and detection of hardware trojans using non-invasive off-the-shelf technologies. Electronics, 7 (7). 124. ISSN 2079-9292

Hodo, Elike and Bellekens, Xavier and Hamilton, Andrew and Tachtatzis, Christos and Atkinson, Robert (2017) Shallow and deep networks intrusion detection system : a taxonomy and survey. Preprint / Working Paper. arXiv.org, Ithaca, N.Y..

Bellekens, Xavier and Paul, Greig and Tachtatzis, Christos and Irvine, James and Atkinson, Robert; (2016) Strategies for protecting intellectual property when using CUDA applications on graphics processing units. In: SIN'16 proceedings to be published under ACM International Conference Proceeding Series (ICPS). ACM Press, USA, pp. 166-173. ISBN 978-1-4503-4764-8

Hodo, Elike Komi and Bellekens, Xavier and Hamilton, Andrew and Dubouilh, Pierre-Louis and Iorkyase, Ephraim Tersoo and Tachtatzis, Christos and Atkinson, Robert (2016) Threat analysis of IoT networks using artificial neural network intrusion detection system. In: International Symposium on Networks, Computers and Communications, 2016-05-11 - 2016-05-13, Tunisia.

Bellekens, Xavier and Seeam, Amar and Nieradzinska, Kamila and Tachtatzis, Christos and Cleary, Alison and Atkinson, Robert and Andonovic, Ivan (2015) Cyber-physical-security model for safety-critical IoT infrastructures. In: Wireless World Research Forum Meeting 35 (WWRF35), 2015-10-14 - 2015-10-16, Aalborg University, Copenhagen Campus.

Bellekens, Xavier and Paul, Greig and Irvine, James M. and Tachtatzis, Christos and Atkinson, Robert C. and Kirkham, Tony and Renfrew, Craig (2015) Data remanence and digital forensic investigation for CUDA Graphics Processing Units. In: 1ST IEEE/IFIP Workshop on Security for Emerging Distributed Network Technologies (DISSECT), 2015-05-11 - 2015-05-15, Ottawa Convention Center.

Bellekens, Xavier J.A. and Tachtatzis, Christos and Atkinson, Robert C. and Renfrew, Craig and Kirkham, Tony; (2014) GLoP : Enabling Massively Parallel Incident Response Through GPU Log Processing. In: SIN '14 Proceedings of the 7th International Conference on Security of Information and Networks. ACM Press, GBR. ISBN 978-1-4503-3033-6

Bellekens, Xavier J.A. and Tachtatzis, Christos and Atkinson, Robert C. and Renfrew, Craig and Kirkham, Tony; (2014) A highly-efficient memory-compression scheme for GPU-accelerated intrusion detection systems. In: SIN '14 Proceedings of the 7th International Conference on Security of Information and Networks. ACM Press, GBR. ISBN 978-1-4503-3033-6