• 33 Citations
  • 3 h-Index
20162018
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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 2018

  • 33 Citations
  • 3 h-Index
  • 13 Conference contribution
  • 4 Article

A taxonomy of malicious traffic for intrusion detection systems

Hindy, H., Hodo, E., Bayne, E., Seeam, A., Atkinson, R. & Bellekens, X., 11 Jun 2018, (Accepted/In press) Proceedings of the Cyber SA 2018. IEEE

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

Open Access
File
Intrusion detection
Taxonomies

Creation and detection of hardware trojans using non-invasive off-the-shelf technologies

Rooney, C., Seeam, A. & Bellekens, X., 22 Jul 2018, In : Electronics (Switzerland). 7, 7, 21 p., 124

Research output: Contribution to journalArticle

Open Access
File
Hardware
Integrated circuits
Field programmable gate arrays (FPGA)
Semiconductor materials
Fabrication

CryptoKnight: generating and modelling compiled cryptographic primitives

Hill, G. & Bellekens, X., 10 Sep 2018, In : Information (Switzerland). 9, 9, 15 p.

Research output: Contribution to journalArticle

Open Access
File
Blueprints
Reverse engineering
Flow control
Neural networks
Malware

X.509 certificate error testing

McLuskie, D. & Bellekens, X., 27 Aug 2018, Proceedings of the 13th International Conference on Availability, Reliability and Security. Association for Computing Machinery (ACM), 8 p. 42

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

Open Access
File
Testing
Tunnels
1 Citations

Critical patient eHealth monitoring system using wearable sensors

Omoogun, M., Ramsurrun, V., Guness, S., Seeam, P., Bellekens, X. & Seeam, A., 24 Aug 2017, 2017 1st International Conference on Next Generation Computing Applications (NextComp). IEEE , p. 169-174 6 p.

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

Patient monitoring
Monitoring
Health
Hospital beds
Health care