Ms Muzun Althunayyan
Research student
Overview
I am a Ph.D. student at Cardiff University. My research interests focus on using Tiny Machine Learning (TinyML) to detect/ predict sensor-based Attacks in IoT Devices.
Publication
2024
- Althunayyan, M., Javed, A., Rana, O. and Spyridopoulos, T. 2024. Hierarchical federated learning-based intrusion detection for in-vehicle networks. Future Internet 16(12), article number: 451. (10.3390/fi16120451)
- Althunayyan, M., Javed, A. and Rana, O. 2024. A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning. Vehicular Communications 49, article number: 100837. (10.1016/j.vehcom.2024.100837)
- Althunayyan, M., Javed, A. and Rana, O. 2024. An innovative feature selection approach for CAN bus data leveraging constant value analysis. Presented at: AI Applications in Cyber Security and Communication Networks, Cardiff, UK, 1–12 December 2023 Presented at Hewage, C., Nawaf, L. and Kesswari, N. eds.Proceedings of Ninth International Conference on Cyber Security, Privacy in Communication Networks, Vol. 1032. Lecture Notes in Networks and Systems Singapore: Springer pp. 69., (10.1007/978-981-97-3973-8_5)
2022
- Althunayyan, M., Saxena, N., Li, S. and Gope, P. 2022. Evaluation of black-box web application security scanners in detecting injection vulnerabilities. Electronics 11(13), article number: 2049. (10.3390/electronics11132049)
Articles
- Althunayyan, M., Javed, A., Rana, O. and Spyridopoulos, T. 2024. Hierarchical federated learning-based intrusion detection for in-vehicle networks. Future Internet 16(12), article number: 451. (10.3390/fi16120451)
- Althunayyan, M., Javed, A. and Rana, O. 2024. A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning. Vehicular Communications 49, article number: 100837. (10.1016/j.vehcom.2024.100837)
- Althunayyan, M., Saxena, N., Li, S. and Gope, P. 2022. Evaluation of black-box web application security scanners in detecting injection vulnerabilities. Electronics 11(13), article number: 2049. (10.3390/electronics11132049)
Conferences
- Althunayyan, M., Javed, A. and Rana, O. 2024. An innovative feature selection approach for CAN bus data leveraging constant value analysis. Presented at: AI Applications in Cyber Security and Communication Networks, Cardiff, UK, 1–12 December 2023 Presented at Hewage, C., Nawaf, L. and Kesswari, N. eds.Proceedings of Ninth International Conference on Cyber Security, Privacy in Communication Networks, Vol. 1032. Lecture Notes in Networks and Systems Singapore: Springer pp. 69., (10.1007/978-981-97-3973-8_5)
Research
- Cybersecurity.
- IoT Security.
- Tiny Machine Learning (TinyML).
- Autonomous vehicles (AV) Security.
- Web Security.
