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| Issue Date | Title | Author(s) |
| 1-Jan-2020 | A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems | Brosset, David; Bayne, Ethan; Seeam, Amar Kumar; Tachtatzis, Christos; Atkinson, Robert; Bellekens, Xavier; Hanan Hindy |
| 26-Apr-2021 | Developing a Siamese Network for Intrusion Detection Systems | Tachtatzis, Christos; Atkinson, Robert; Bayne, Ethan; Bellekens, Xavier; Hanan Hindy |
| 1-Jan-2019 | Improving SIEM for critical SCADA water infrastructures using machine learning | Brosset, David; Bayne, Ethan; Seeam, Amar; Bellekens, Xavier; Hanan Hindy |
| 2020 | Machine learning based iot intrusion detection system: An mqtt case study | Bayne, Ethan; Bures, Miroslav; Atkinson, Robert; Tachtatzis, Christos; Bellekens, Xavier; Hanan Hindy |
| 1-Jan-2021 | Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study (MQTT-IoT-IDS2020 Dataset) | Hanan Hindy ; Bayne, Ethan; Bures, Miroslav; Atkinson, Robert; Tachtatzis, Christos; Bellekens, Xavier |
| 28-Nov-2018 | A taxonomy of malicious traffic for intrusion detection systems | Hanan Hindy ; Hodo, Elike; Bayne, Ethan; Seeam, Amar; Atkinson, Robert; Bellekens, Xavier |
| 1-Oct-2020 | Utilising deep learning techniques for effective zero-day attack detection | Atkinson, Robert; Tachtatzis, Christos; Colin, Jean Noël; Bayne, Ethan; Bellekens, Xavier; Hanan Hindy |
| 1-Mar-2021 | Utilising flow aggregation to classify benign imitating attacks | Atkinson, Robert; Tachtatzis, Christos; Bayne, Ethan; Bures, Miroslav; Bellekens, Xavier; Hanan Hindy |
