Ethan Bayne
Title
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Cited by
Year
A taxonomy and survey of intrusion detection system design techniques, network threats and datasets
H Hindy, D Brosset, E Bayne, A Seeam, C Tachtatzis, R Atkinson, ...
arXiv preprint arXiv:1806.03517, 2018
98*2018
A taxonomy of network threats and the effect of current datasets on intrusion detection systems
H Hindy, D Brosset, E Bayne, AK Seeam, C Tachtatzis, R Atkinson, ...
IEEE Access 8, 104650-104675, 2020
282020
Improving SIEM for critical SCADA water infrastructures using machine learning
H Hindy, D Brosset, E Bayne, A Seeam, X Bellekens
Computer Security, 3-19, 2018
162018
A taxonomy of malicious traffic for intrusion detection systems
H Hindy, E Hodo, E Bayne, A Seeam, R Atkinson, X Bellekens
2018 International Conference On Cyber Situational Awareness, Data Analytics …, 2018
92018
Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study
H Hindy, E Bayne, M Bures, R Atkinson, C Tachtatzis, X Bellekens
arXiv preprint arXiv:2006.15340, 2020
42020
OpenForensics: A digital forensics GPU pattern matching approach for the 21st century
E Bayne, RI Ferguson, AT Sampson
Digital Investigation 24, S29-S37, 2018
42018
Utilising deep learning techniques for effective zero-day attack detection
H Hindy, R Atkinson, C Tachtatzis, JN Colin, E Bayne, X Bellekens
Electronics 9 (10), 1684, 2020
32020
Towards an Effective Zero-Day Attack Detection Using Outlier-Based Deep Learning Techniques
H Hindy, R Atkinson, C Tachtatzis, JN Colin, E Bayne, X Bellekens
arXiv preprint arXiv:2006.15344, 2020
12020
Investigating visualisation techniques for rapid triage of digital forensic evidence
G Hales, E Bayne
International Conference on Human-Computer Interaction, 277-293, 2019
12019
Using multiple GPUs to accelerate string searching for digital forensic analysis
E Bayne, RI Ferguson, AT Sampson, JP Isaacs
11th International Conference on Systematic Approaches to Digital Forensic …, 2016
12016
Developing a Siamese network for intrusion detection systems
H Hindy, C Tachtatzis, R Atkinson, E Bayne, X Bellekens
Workshop on Machine Learning and Systems, 2021
2021
Utilising flow aggregation to classify benign imitating attacks
H Hindy, R Atkinson, C Tachtatzis, E Bayne, M Bures, X Bellekens
Sensors 21 (5), 1761, 2021
2021
Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study (MQTT-IoT-IDS2020 Dataset)
H Hindy, E Bayne, M Bures, R Atkinson, C Tachtatzis, X Bellekens
International Networking Conference, 73-84, 2020
2020
Investigation into the security and privacy of iOS VPN applications
J Wilson, D McLuskie, E Bayne
Proceedings of the 15th International Conference on Availability …, 2020
2020
Accelerating digital forensic searching through GPGPU parallel processing techniques
E Bayne
Abertay University, 2017
2017
OpenCL Acceleration of Digital Forensic Methods
E Bayne, RI Ferguson, J Isaacs
Cyberforensics 2014, 50-57, 2014
2014
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Articles 1–16