WaterLeakage: A Stealthy Malware for Data Exfiltration on Industrial Control Systems Using Visual Channels
Conference Proceeding
Robles-Durazno, A., Moradpoor, N., McWhinnie, J., & Russell, G. (2019)
WaterLeakage: A Stealthy Malware for Data Exfiltration on Industrial Control Systems Using Visual Channels. In Proceedings of 15th IEEE International Conference on Control & Automation (ICCA)https://doi.org/10.1109/ICCA.2019.8899564
Industrial Control Systems (ICS) have faced a growing number of threats over the past few years. Reliance on isolated controls networks or air-gapped computers is no longer a ...
Predicting Malicious Insider Threat Scenarios Using Organizational Data and a Heterogeneous Stack-Classifier
Conference Proceeding
Hall, A. J., Pitropakis, N., Buchanan, W. J., & Moradpoor, N. (2019)
Predicting Malicious Insider Threat Scenarios Using Organizational Data and a Heterogeneous Stack-Classifier. In 2018 IEEE International Conference on Big Data (Big Data)https://doi.org/10.1109/BigData.2018.8621922
Insider threats continue to present a major challenge for the information security community. Despite constant research taking place in this area; a substantial gap still exis...
Employing machine learning techniques for detection and classification of phishing emails
Conference Proceeding
Moradpoor, N., Clavie, B., & Buchanan, B. (2018)
Employing machine learning techniques for detection and classification of phishing emails. In Proceedings of the IEEE Technically Sponsored Computing Conference 2017https://doi.org/10.1109/SAI.2017.8252096
A phishing email is a legitimate-looking email which is designed to fool the recipient into believing that it is a genuine email, and either reveals sensitive information or d...
Insider threat detection using principal component analysis and self-organising map
Conference Proceeding
Moradpoor, N., Brown, M., & Russell, G. (2017)
Insider threat detection using principal component analysis and self-organising map. In 10th International Conference on Security of Information and Networks (SIN 2017)https://doi.org/10.1145/3136825.3136859
An insider threat can take on many aspects. Some employees abuse their positions of trust by disrupting normal operations, while others export valuable or confidential data wh...
A survey of Intrusion Detection System technologies
Conference Proceeding
Heenan, R., & Moradpoor, N. (2016)
A survey of Intrusion Detection System technologies. In PGCS 2016: The First Post Graduate Cyber Security Symposium – The Cyber Academy
This paper provides an overview of IDS types and how they work as well as configuration considerations and issues that affect them. Advanced methods of increasing the performa...
Real-Time Data Analytics in Support of Network Resource Management Protocols
Conference Proceeding
Moradpoor, N., Parr, G., Mcclean, S., Scotney, B., & Owusu, G. (2009)
Real-Time Data Analytics in Support of Network Resource Management Protocols. In Proceedings of 10th PGNET
Communications Networks Resource Management (RM) functions such as dynamic and static resource usage monitoring, real time resource reservation as well as advance resource res...