Personal profile
Research interests
My main interest remains in the field of Machine Learning to the domain of microcontrollers and embedded system design for sensing signal processing, wireless transmission and data analysis.
Previously I completed the project of “Optimisation of Machine Learning algorithms for gesture recognition on low-power embedded hardware” as the KTP Associate at the University of Leicester. The project realises the implementation and optimisation of the hardware-adapted ML models, evaluating and improving the performance with the error corrector.
Research Groups and Themes
- Cyber Security
- Communication Systems and Networks
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Collaborations and top research areas from the last five years
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Bidirectional Backscattering-Based Out-of-Band Authentication for IoT Applications
Zhang, D., Huang, Y., Ma, J., Li, H., Beach, M., Oikonomou, G., Durgin, G. & Gu, X., 5 May 2026, (Accepted/In press) 2026 IEEE Wireless Power Technology Conference and Expo (WPTCE). Institute of Electrical and Electronics Engineers (IEEE), (IEEE Wireless Power Technology Conference and Expo).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
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Multi-Modal Model for Embedding Network and Audit Data for IoT Anomaly Detection
Singh, P., Huang, Y., Li, H., Oikonomou, G. & Pope, J., 6 Mar 2026, Proceedings of the 12th International Conference on Information Systems Security and Privacy - Volume 2: ICISSP. Di Pietro, R., Renaud, K. & Mori, P. (eds.). SciTePress, Vol. 2. p. 396-405 10 p. (International Conference on Information Systems Security and Privacy).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile5 Downloads (Pure) -
Turbulence: Ransomware Proof of Concept for Resource-Constrained IoT Devices
Brierley, C., Huang, Y., Wang, Y., Pope, J., Oikonomou, G. & Arief, B., 16 Feb 2026, (Accepted/In press) 2026 23rd Conference on Detection of Intrusions and Malware & Vulnerability Assessment: DIMVA 2026. Springer, (DIMVA: International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Projects
- 1 Active
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CHARIOT: Countering HArms caused by Ransomware in the Internet Of Things
Oikonomou, G. (Principal Investigator), Pope, J. (Co-Investigator), Huang, Y. (Researcher) & Li, H. (Researcher)
1/09/23 → 31/08/26
Project: Research
Activities
- 1 Participation in workshop, seminar, course
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Research Institute in Trustworthy Inter-Connected Cyber-Physical Systems (RITICS) Showcase
Pope, J. (Invited speaker), Oikonomou, G. (Invited speaker), Huang, Y. (Invited speaker) & Brierley, C. (Invited speaker)
1 Feb 2024Activity: Participating in or organising an event types › Participation in workshop, seminar, course