Christos Tachtatzis

84 papers B 3C 5Misc 1Journal 66Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Novel Contrastive Loss for Zero-Day Network Intrusion Detection. CoRR Jack Wilkie, Hanan Hindy, W. Craig Michie, Christos Tachtatzis, James Irvine, Robert C. Atkinson
2026	J	`jnl`	A Novel Contrastive Loss for Zero-Day Network Intrusion Detection. IEEE Trans. Netw. Serv. Manag. Jack Wilkie, Hanan Hindy, W. Craig Michie, Christos Tachtatzis, James Irvine, Robert C. Atkinson
2026	J	`jnl`	Signal-based malware classification using 1D CNNs. Cybersecur. Jack Wilkie, Hanan Hindy, Ivan Andonovic, Christos Tachtatzis, Robert C. Atkinson
2025	J	`jnl`	Coherent Load Profile Synthesis with Conditional Diffusion for LV Distribution Network Scenario Generation. CoRR Alistair Brash, Junyi Lu, Bruce Stephen, Blair Brown, Robert C. Atkinson, W. Craig Michie, Fraser MacIntyre, Christos Tachtatzis
2025	Misc	`conf`	Contrastive Self-Supervised Network Intrusion Detection Using Augmented Negative Pairs. CSR Jack Wilkie, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson
2025	J	`jnl`	Contrastive Self-Supervised Network Intrusion Detection using Augmented Negative Pairs. CoRR Jack Wilkie, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson
2025	J	`jnl`	Signal-Based Malware Classification Using 1D CNNs. CoRR Jack Wilkie, Hanan Hindy, Ivan Andonovic, Christos Tachtatzis, Robert C. Atkinson
2024	J	`jnl`	A Novel Micro-Doppler Coherence Loss for Deep Learning Radar Applications. CoRR Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
2024	J	`jnl`	A Novel Online Position Estimation Method and Movement Sonification System: The Soniccup. Sensors Thomas H. Nown, Madeleine Grealy, Ivan Andonovic, Andrew Kerr, Christos Tachtatzis
2024	J	`jnl`	Exploring the Capability of Text-to-Image Diffusion Models With Structural Edge Guidance for Multispectral Satellite Image Inpainting. IEEE Geosci. Remote. Sens. Lett. Mikolaj Czerkawski, Christos Tachtatzis
2024	J	`jnl`	Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network. CoRR Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
2024	J	`jnl`	Multi-Modal Convolutional Parameterisation Network for Guided Image Inverse Problems. J. Imaging Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Javier Cardona, Christos Tachtatzis
2024	J	`jnl`	Neural Knitworks: Patched neural implicit representation networks. Pattern Recognit. Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
2024	J	`jnl`	On Input Formats for Radar Micro-Doppler Signature Processing by Convolutional Neural Networks. CoRR Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
2024	J	`jnl`	Robustness of Deep Neural Networks for Micro-Doppler Radar Classification. CoRR Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
2023	C	`conf`	Detecting Cloud Presence In Satellite Images Using The RGB-based Clip Vision-Language Model. IGARSS Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
2023	J	`jnl`	Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model. CoRR Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
2023	J	`jnl`	Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting. CoRR Mikolaj Czerkawski, Christos Tachtatzis
2023	J	`jnl`	Feed Conversion Ratio (FCR) and Performance Group Estimation Based on Predicted Feed Intake for the Optimisation of Beef Production. Sensors Chris Davison, W. Craig Michie, Christos Tachtatzis, Ivan Andonovic, Jenna Bowen, Carol-Anne Duthie
2023	J	`jnl`	Leveraging siamese networks for one-shot intrusion detection model. J. Intell. Inf. Syst. Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, W. Craig Michie, Xavier J. A. Bellekens
2023	J	`jnl`	LoRaWAN-implemented node localisation based on received signal strength indicator. IET Wirel. Sens. Syst. Ibrahim Aqeel, Ephraim Iorkyase, Hussein Zangoti, Christos Tachtatzis, Robert C. Atkinson, Ivan Andonovic
2023	J	`jnl`	Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR Klaus-Dieter Sommer, Peter Harris, Sascha Eichstädt, Roland Füssl, Tanja Dorst, Andreas Schütze, Michael Heizmann, Nadine Schiering, Andreas Maier, Yuhui Luo, Christos Tachtatzis, Ivan Andonovic, Gordon Gourlay
2023	J	`jnl`	SatelliteCloudGenerator: Controllable Cloud and Shadow Synthesis for Multi-Spectral Optical Satellite Images. Remote. Sens. Mikolaj Czerkawski, Robert C. Atkinson, W. Craig Michie, Christos Tachtatzis
2023	J	`jnl`	Specialized path-based technique to test Internet of Things system functionality under limited network connectivity. Internet Things Matej Klima, Miroslav Bures, Bestoun S. Ahmed, Xavier J. A. Bellekens, Robert C. Atkinson, Christos Tachtatzis, Pavel Herout
2022	J	`jnl`	A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1 and Sentinel-2 Analysis Ready Data. Remote. Sens. Priti Upadhyay, Mikolaj Czerkawski, Christopher Davison, Javier Cardona, Malcolm Macdonald, Ivan Andonovic, W. Craig Michie, Robert C. Atkinson, Nikela Papadopoulou, Konstantinos Nikas, Christos Tachtatzis
2022	J	`jnl`	Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran S. Kvascev, Christos Tachtatzis
2022	J	`jnl`	Correction: Czerkawski et al. Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote Sens. 2022, 14, 1342. Remote. Sens. Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
2022	J	`jnl`	Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends. Inf. Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Ivan Andonovic, Xavier J. A. Bellekens
2022	J	`jnl`	Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote. Sens. Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
2021	J	`jnl`	A Review of Techniques for RSS-Based Radiometric Partial Discharge Localization. Sensors David Upton, Keyur K. Mistry, Peter J. Mather, Zaharias D. Zaharis, Robert C. Atkinson, Christos Tachtatzis, Pavlos I. Lazaridis
2021	J	`jnl`	Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks. Sensors 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
2021	J	`jnl`	Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends. CoRR Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Xavier J. A. Bellekens
2021	—	`conf`	Developing a Siamese Network for Intrusion Detection Systems. EuroMLSys@EuroSys Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens
2021	J	`jnl`	Neural Knitworks: Patched Neural Implicit Representation Networks. CoRR Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
2021	J	`jnl`	Neural Weight Step Video Compression. CoRR Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
2021	J	`jnl`	Utilising Flow Aggregation to Classify Benign Imitating Attacks. CoRR Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens
2021	J	`jnl`	Utilising Flow Aggregation to Classify Benign Imitating Attacks. Sensors Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens
2020	J	`jnl`	A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. CoRR 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
2020	J	`jnl`	A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. Sensors 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
2020	—	`conf`	A Security Perspective on Unikernels. Cyber Security Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
2020	J	`jnl`	A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems. IEEE Access Hanan Hindy, David Brosset, Ethan Bayne, Amar Kumar Seeam, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
2020	J	`jnl`	Automatic Annotation of Subsea Pipelines Using Deep Learning. Sensors 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
2020	J	`jnl`	Composite Laminate Delamination Detection Using Transient Thermal Conduction Profiles and Machine Learning Based Data Analysis. Sensors David I. Gillespie, Andrew W. Hamilton, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
2020	J	`jnl`	Defect Detection in Aerospace Sandwich Composite Panels Using Conductive Thermography and Contact Sensors. Sensors David I. Gillespie, Andrew W. Hamilton, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
2020	J	`jnl`	Identifying Defects in Aerospace Composite Sandwich Panels Using High-Definition Distributed Optical Fibre Sensors. Sensors James A. Mills, Andrew W. Hamilton, David I. Gillespie, Ivan Andonovic, W. Craig Michie, Kenneth Burnham, Christos Tachtatzis
2020	B	`conf`	Interoperability and Integration Testing Methods for IoT Systems: A Systematic Mapping Study. SEFM Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
2020	J	`jnl`	Interoperability and Integration Testing Methods for IoT Systems: a Systematic Mapping Study. CoRR Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
2020	J	`jnl`	Leveraging Siamese Networks for One-Shot Intrusion Detection Model. CoRR Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, W. Craig Michie, Xavier J. A. Bellekens
2020	J	`jnl`	Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study. CoRR Hanan Hindy, Ethan Bayne, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Xavier J. A. Bellekens
2020	J	`jnl`	Non-Destructive Identification of Fibre Orientation in Multi-Ply Biaxial Laminates Using Contact Temperature Sensors. Sensors David I. Gillespie, Andrew W. Hamilton, Ewan J. McKay, Brian Neilson, Robert C. Atkinson, Ivan Andonovic, Christos Tachtatzis
2020	J	`jnl`	Towards an Effective Zero-Day Attack Detection Using Outlier-Based Deep Learning Techniques. CoRR Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Jean-Noël Colin, Ethan Bayne, Xavier J. A. Bellekens
2020	J	`jnl`	Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images. IEEE Access Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
2019	J	`jnl`	A Security Perspective on Unikernels. CoRR Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
2019	—	`conf`	Comparative Study of PCA and LDA for Rice Seeds Quality Inspection. AFRICON Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
2019	J	`jnl`	Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach. IEEE Access Colin Urquhart, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Hanan Hindy, Amar Seeam
2019	J	`jnl`	Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach. CoRR Colin Urquhart, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Hanan Hindy, Amar Seeam
2019	J	`jnl`	From Cyber-Security Deception To Manipulation and Gratification Through Gamification. CoRR Xavier J. A. Bellekens, Gayan Jayasekara, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert C. Atkinson
2019	—	`conf`	From Cyber-Security Deception to Manipulation and Gratification Through Gamification. HCI (29) Xavier J. A. Bellekens, Gayan Jayasekara, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert C. Atkinson
2019	J	`jnl`	Identification of the Rumination in Cattle Using Support Vector Machines with Motion-Sensitive Bolus Sensors. Sensors Andrew W. Hamilton, Chris Davison, Christos Tachtatzis, Ivan Andonovic, W. Craig Michie, Holly J. Ferguson, Laura Somerville, Nicholas N. Jonsson
2019	J	`jnl`	Low-complexity wireless sensor system for partial discharge localisation. IET Wirel. Sens. Syst. Ephraim Iorkyase, Christos Tachtatzis, Pavlos I. Lazaridis, Ian A. Glover, Robert C. Atkinson
2018	J	`jnl`	A Taxonomy and Survey of Intrusion Detection System Design Techniques, Network Threats and Datasets. CoRR Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
2018	J	`jnl`	An Efficient Algorithm for Partial Discharge Localization in High-Voltage Systems Using Received Signal Strength. Sensors Umar F. Khan, Pavlos I. Lazaridis, Hamd Mohamed, Ricardo Albarracín Sánchez, Zaharias D. Zaharis, Robert C. Atkinson, Christos Tachtatzis, Ian A. Glover
2018	—	`conf`	Received Signal Strength Intensity Based Localization of Partial Discharge in High Voltage Systems. ICAC Umar F. Khan, Pavlos I. Lazaridis, H. Mohamed, David Upton, Keyur K. Mistry, Bahghtar Saeed, Peter Mather, Robert C. Atkinson, Christos Tachtatzis, Ian A. Glover
2017	J	`jnl`	A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems. CoRR Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
2017	J	`jnl`	GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. CoRR Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
2017	B	`conf`	Machine Learning Approach for Detection of nonTor Traffic. ARES Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
2017	J	`jnl`	Machine Learning Approach for Detection of nonTor Traffic. CoRR Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
2017	J	`jnl`	Machine Learning Approach for Detectionof nonTor Traffic. J. Cyber Secur. Mobil. Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
2017	J	`jnl`	Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey. CoRR Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
2017	J	`jnl`	Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System. CoRR Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert C. Atkinson
2017	J	`jnl`	Trie Compression for GPU Accelerated Multi-Pattern Matching. CoRR Xavier J. A. Bellekens, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson
2016	—	`conf`	Spatial and spectral features utilization on a Hyperspectral imaging system for rice seed varietal purity inspection. RIVF Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Thi-Lan Le, Ivan Andonovic, Stephen Marshall
2016	C	`conf`	Strategies for Protecting Intellectual Property when Using CUDA Applications on Graphics Processing Units. SIN Xavier J. A. Bellekens, Greig Paul, Christos Tachtatzis, James Irvine, Robert C. Atkinson
2016	C	`conf`	Threat analysis of IoT networks using artificial neural network intrusion detection system. ISNCC Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert C. Atkinson
2015	—	`conf`	Automatic cattle location tracking using image processing. EUSIPCO Trung-Kien Dao, Thi-Lan Le, David Harle, Paul Murray, Christos Tachtatzis, Stephen Marshall, W. Craig Michie, Ivan Andonovic
2015	J	`jnl`	Channel estimation and transmit power control in wireless body area networks. IET Wirel. Sens. Syst. Fabio Di Franco, Christos Tachtatzis, Robert C. Atkinson, Ilenia Tinnirello, Ian A. Glover
2015	B	`conf`	Data remanence and digital forensic investigation for CUDA Graphics Processing Units. IM Xavier J. A. Bellekens, Greig Paul, James M. Irvine, Christos Tachtatzis, Robert C. Atkinson, Tony Kirkham, Craig Renfrew
2015	J	`jnl`	Radiometric Wireless Sensor Network Monitoring of Partial Discharge Sources in Electrical Substations. Int. J. Distributed Sens. Networks Yong Zhang, David Upton, Adel Jaber, Hamd Ahmed, Bahghtar Saeed, Peter Mather, Pavlos I. Lazaridis, Alexandre Mopty, Christos Tachtatzis, Robert C. Atkinson, Martin Judd, Maria de Fátima Queiroz Vieira, Ian A. Glover
2014	C	`conf`	A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems. SIN Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
2014	C	`conf`	GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. SIN Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
2011	—	`conf`	An Energy Analysis of IEEE 802.15.6 Scheduled Access Modes for Medical Applications. ADHOCNETS Christos Tachtatzis, Fabio Di Franco, David C. Tracey, Nick F. Timmons, Jim Morrison
2011	J	`jnl`	Analysis of the Effect of Human Presence on a Wireless Sensor Network. Int. J. Ambient Comput. Intell. Ben Graham, Christos Tachtatzis, Fabio Di Franco, Marek Bykowski, David C. Tracey, Nick F. Timmons, Jim Morrison
2010	—	`conf`	Current characterisation for ultra low power wireless body area networks. WISES Fabio Di Franco, Christos Tachtatzis, Ben Graham, Marek Bykowski, David C. Tracey, Nick F. Timmons, Jim Morrison
2009	J	`jnl`	Antenna and Base-Station Diversity for WSN Livestock Monitoring. Wirel. Sens. Netw. Konstantinos Sasloglou, Ian A. Glover, Hock Guan Goh, Kae Hsiang Kwong, Michael P. Gilroy, Christos Tachtatzis, W. Craig Michie, Ivan Andonovic