• 48 Citations
  • 4 h-Index
20162019
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Personal profile

Personal profile

I'm a Lecturer (Assistant Professor) at the University of Abertay Dundee within the Division of Cyber-Security, 
Where I act as the head of the Machine Learning group and I am also an active member of the Security Research Group (SRG). I am also the cyber-security thematic leader for the IEEE UK and Ireland Education Affairs Committee. Previously I was a PhD student and a research associate at the University of Strathclyde, in Glasgow.  I was  a member of the Centre for Intelligent Dynamic Communications (CIDCOM) and of the Mobile Communication (MOBICOM) groups within the Department of Electronic and Electrical Engineering (EEE).

 

Research Interests

My main interests include security and privacy, in particular finding new ways to detect threats using novel algorithms for Intrusion Detection Systems (IDS) using off-the-shelf massively parallel architectures such as GPUs. I am also interested in Situational Awareness, Machine Learning, Critical Infrastructure Protection (CIP) and the Internet of Things.

I also collaborate with a number of companies, research institutes, and universities from across the world (UK, USA, Belgium, Greece, Cyprus, Mauritius, Sweden, China and Finland).

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Research Output 2016 2019

  • 48 Citations
  • 4 h-Index
  • 19 Conference contribution
  • 5 Article

A human-centred model for network flow analysis

Mérien, T., Brosset, D., Bellekens, X. & Claramunt, C., 7 Jan 2019, 2018 2nd Cyber Security in Networking Conference (CSNet). IEEE , 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer networks
Experiments

Air quality monitoring in Mauritius

Towakel, P., Guness, S., Seeam, A., Bekaroo, G. & Bellekens, X., 7 Jan 2019, 2018 International Conference on Intelligent and Innovative Computing Applications (ICONIC). IEEE , 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mauritius
air quality
groves
raspberries
monitoring

Augmented-reality computer-vision assisted disaggregated energy monitoring and IoT control platform

Purmaissur, J. A., Towakel, P., Guness, S. P., Seeam, A. & Bellekens, X., 7 Jan 2019, 2018 International Conference on Intelligent and Innovative Computing Applications (ICONIC). IEEE , 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Augmented reality
Computer vision
Energy utilization
Monitoring
User interfaces

Improving SIEM for critical SCADA water infrastructures using machine learning

Hindy, H., Brosset, D., Bayne, E., Seeam, A. & Bellekens, X., 31 Jan 2019, Computer security: ESORICS 2018 International Workshops, CyberICPS 2018 and SECPRE 2018, Barcelona, Spain, September 6–7, 2018, revised selected papers. Katsikas, S. K., Cuppens, F., Cuppens, N., Lambrinoudakis, C., Antón, A., Gritzalis, S., Mylopoulos, J. & Kalloniatis, C. (eds.). Springer, p. 3-19 17 p. (Lecture Notes in Computer Science; vol. 11387).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Learning systems
Data acquisition
SCADA systems
Water
Water pipelines

An assessment of blockchain consensus protocols for the Internet of Things

Mackenzie, B., Bellekens, X. & Ferguson, R. I., 3 Dec 2018, (Accepted/In press) 2018 IEEE International Conference on Internet of Things, Embedded Systems and Communications (IINTEC 2018). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Network protocols
Scalability
Biomedical equipment
Internet of things
Railroad cars