Christos Tachtatzis

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 66

Top Topics

Intrusion Detection

Partial Discharge

Satellite Imagery

Top Venues

Publications

Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
On Input Formats for Radar Micro-Doppler Signature Processing by Convolutional Neural Networks. CoRR (2024)
Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
A Novel Micro-Doppler Coherence Loss for Deep Learning Radar Applications. CoRR (2024)
Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network. CoRR (2024)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Knitworks: Patched neural implicit representation networks. Pattern Recognit. 151 (2024)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Javier Cardona, Christos Tachtatzis
Multi-Modal Convolutional Parameterisation Network for Guided Image Inverse Problems. J. Imaging 10 (3) (2024)
Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
Robustness of Deep Neural Networks for Micro-Doppler Radar Classification. CoRR (2024)
Mikolaj Czerkawski, Christos Tachtatzis
Exploring the Capability of Text-to-Image Diffusion Models With Structural Edge Guidance for Multispectral Satellite Image Inpainting. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Mikolaj Czerkawski, Robert C. Atkinson, W. Craig Michie, Christos Tachtatzis
SatelliteCloudGenerator: Controllable Cloud and Shadow Synthesis for Multi-Spectral Optical Satellite Images. Remote. Sens. 15 (17) (2023)
Chris Davison, W. Craig Michie, Christos Tachtatzis, Ivan Andonovic, Jenna Bowen, Carol-Anne Duthie
Feed Conversion Ratio (FCR) and Performance Group Estimation Based on Predicted Feed Intake for the Optimisation of Beef Production. Sensors 23 (10) (2023)
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)
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
Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR (2023)
Mikolaj Czerkawski, Christos Tachtatzis
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting. CoRR (2023)
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
Detecting Cloud Presence In Satellite Images Using The RGB-based Clip Vision-Language Model. IGARSS (2023)
Ibrahim Aqeel, Ephraim Iorkyase, Hussein Zangoti, Christos Tachtatzis, Robert C. Atkinson, Ivan Andonovic
LoRaWAN-implemented node localisation based on received signal strength indicator. IET Wirel. Sens. Syst. 13 (4) (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)
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model. CoRR (2023)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
Correction: Czerkawski et al. Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote Sens. 2022, 14, 1342. Remote. Sens. 14 (24) (2022)
Priti Upadhyay, Mikolaj Czerkawski, Christopher Davison, Javier Cardona, Malcolm Macdonald, Ivan Andonovic, W. Craig Michie, Robert C. Atkinson, Nikela Papadopoulou, Konstantinos Nikas, Christos Tachtatzis
A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1 and Sentinel-2 Analysis Ready Data. Remote. Sens. 14 (5) (2022)
Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran Kvascev, Christos Tachtatzis
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors 22 (6) (2022)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote. Sens. 14 (6) (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)
David Upton, Keyur K. Mistry, Peter J. Mather, Zaharias D. Zaharis, Robert C. Atkinson, Christos Tachtatzis, Pavlos I. Lazaridis
A Review of Techniques for RSS-Based Radiometric Partial Discharge Localization. Sensors 21 (3) (2021)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Weight Step Video Compression. CoRR (2021)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Knitworks: Patched Neural Implicit Representation Networks. 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)
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, 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)
James A. Mills, Andrew W. Hamilton, David I. Gillespie, Ivan Andonovic, W. Craig Michie, Kenneth Burnham, Christos Tachtatzis
Identifying Defects in Aerospace Composite Sandwich Panels Using High-Definition Distributed Optical Fibre Sensors. Sensors 20 (23) (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)
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)
Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images. IEEE Access 8 (2020)
David I. Gillespie, Andrew W. Hamilton, Ewan J. McKay, Brian Neilson, Robert C. Atkinson, Ivan Andonovic, Christos Tachtatzis
Non-Destructive Identification of Fibre Orientation in Multi-Ply Biaxial Laminates Using Contact Temperature Sensors. Sensors 20 (14) (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)
Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
Comparative Study of PCA and LDA for Rice Seeds Quality Inspection. AFRICON (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)
Ephraim Iorkyase, Christos Tachtatzis, Pavlos I. Lazaridis, Ian A. Glover, Robert C. Atkinson
Low-complexity wireless sensor system for partial discharge localisation. IET Wirel. Sens. Syst. 9 (3) (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)
Andrew W. Hamilton, Chris Davison, Christos Tachtatzis, Ivan Andonovic, W. Craig Michie, Holly J. Ferguson, Laura Somerville, Nicholas N. Jonsson
Identification of the Rumination in Cattle Using Support Vector Machines with Motion-Sensitive Bolus Sensors. Sensors 19 (5) (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)
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)
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
Received Signal Strength Intensity Based Localization of Partial Discharge in High Voltage Systems. ICAC (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)
Umar F. Khan, Pavlos I. Lazaridis, Hamd Mohamed, Ricardo Albarracín Sánchez, Zaharias D. Zaharis, Robert C. Atkinson, Christos Tachtatzis, Ian A. Glover
An Efficient Algorithm for Partial Discharge Localization in High-Voltage Systems Using Received Signal Strength. Sensors 18 (11) (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)
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)
Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Thi-Lan Le, Ivan Andonovic, Stephen Marshall
Spatial and spectral features utilization on a Hyperspectral imaging system for rice seed varietal purity inspection. RIVF (2016)
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)
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)
Trung-Kien Dao, Thi-Lan Le, David Harle, Paul Murray, Christos Tachtatzis, Stephen Marshall, W. Craig Michie, Ivan Andonovic
Automatic cattle location tracking using image processing. EUSIPCO (2015)
Fabio Di Franco, Christos Tachtatzis, Robert C. Atkinson, Ilenia Tinnirello, Ian A. Glover
Channel estimation and transmit power control in wireless body area networks. IET Wirel. Sens. Syst. 5 (1) (2015)
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)
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
Radiometric Wireless Sensor Network Monitoring of Partial Discharge Sources in Electrical Substations. Int. J. Distributed Sens. Networks 11 (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)
Christos Tachtatzis, Fabio Di Franco, David C. Tracey, Nick F. Timmons, Jim Morrison
An Energy Analysis of IEEE 802.15.6 Scheduled Access Modes for Medical Applications. ADHOCNETS (2011)
Ben Graham, Christos Tachtatzis, Fabio Di Franco, Marek Bykowski, David C. Tracey, Nick F. Timmons, Jim Morrison
Analysis of the Effect of Human Presence on a Wireless Sensor Network. Int. J. Ambient Comput. Intell. 3 (1) (2011)
Fabio Di Franco, Christos Tachtatzis, Ben Graham, Marek Bykowski, David C. Tracey, Nick F. Timmons, Jim Morrison
Current characterisation for ultra low power wireless body area networks. WISES (2010)
Konstantinos Sasloglou, Ian A. Glover, Hock Guan Goh, Kae Hsiang Kwong, Michael P. Gilroy, Christos Tachtatzis, W. Craig Michie, Ivan Andonovic
Antenna and Base-Station Diversity for WSN Livestock Monitoring. Wirel. Sens. Netw. 1 (5) (2009)