Ethan Bayne

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 15

Top Topics

Intrusion Detection System

Machine Learning

Malicious Traffic

Top Venues

Publications

Robert Sherry, Ethan Bayne, David McLuskie
Near-Ultrasonic Covert Channels Using Software-Defined Radio Techniques. Cyber Science (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)
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)
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)
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)
Jack Wilson, David McLuskie, Ethan Bayne
Investigation into the security and privacy of iOS VPN applications. ARES (2020)
Gavin Hales, Ethan Bayne
Investigating Visualisation Techniques for Rapid Triage of Digital Forensic Evidence. HCI (29) (2019)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Xavier J. A. Bellekens
Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning. CoRR (2019)
Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Malicious Traffic for Intrusion Detection Systems. CoRR (2018)
Ethan Bayne, R. Ian Ferguson, Adam T. Sampson
OpenForensics: A digital forensics GPU pattern matching approach for the 21st century. Digit. Investig. (2018)
Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Malicious Traffic for Intrusion Detection Systems. CyberSA (2018)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Xavier J. A. Bellekens
Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning. CyberICPS/SECPRE@ESORICS (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)