• 28 Citations
  • 3 h-Index
20162017
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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.

  • 2 Similar Profiles
Intrusion detection Engineering & Materials Science
Learning systems Engineering & Materials Science
Neural networks Engineering & Materials Science
Health Engineering & Materials Science
Internet Engineering & Materials Science
Patient monitoring Engineering & Materials Science
Human engineering Engineering & Materials Science
Data privacy Engineering & Materials Science

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Research Output 2016 2017

  • 28 Citations
  • 3 h-Index
  • 11 Conference contribution
  • 2 Article

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

Machine learning approach for detection of nonTor traffic

Hodo, E., Bellekens, X., Iorkyase, E., Hamilton, A., Tachtatzis, C. & Atkinson, R. 29 Aug 2017 Proceedings of the 12th International Conference on Availability, Reliability and Security. New York: Association for Computing Machinery (ACM), 6 p. 85. (ACM International Conference Proceeding Series)

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

Open Access
File
Intrusion detection
Learning systems
Neural networks
Support vector machines
Tunnels

Machine learning approach for detection of nonTor traffic

Hodo, E., Bellekens, X., Iorkyase, E., Hamilton, A., Tachtatzis, C. & Atkinson, R. 24 Nov 2017 In : Journal of Cyber Security and Mobility. 6, 2, p. 171-194 24 p., 4

Research output: Contribution to journalArticle

Open Access
File
Learning systems
Classifiers
Intrusion detection
Support vector machines
Feature extraction

Trie compression for GPU accelerated multi-pattern matching

Bellekens, X., Seeam, A., Tachtatzis, C. & Atkinson, R. 28 Feb 2017 Proceedings of the 9th International Conferences on Pervasive Patterns and Applications. International Academy, Research, and Industry Association (IARIA)

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

Open Access
File
Pattern matching
Data storage equipment
Program processors
Textures
Throughput

When eHealth meets the internet of things: pervasive security and privacy challenges

Omoogun, M., Seeam, P., Ramsurrun, V., Bellekens, X. & Seeam, A. 19 Oct 2017 Proceedings of the International Conference on Cyber Security and Protection of Digital Services. IEEE , 7 p. 13

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

Data privacy
Cloud computing
Availability
Internet of things