Ms Muzun Althunayyan
Teams and roles for 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. and Rana, O. 2024. A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning. Vehicular Communications 49 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. Published in: 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)
- Althunayyan, M. et al. 2024. Hierarchical federated learning-based intrusion detection for in-vehicle networks. Future Internet 16 (12) 451. (10.3390/fi16120451)
2022
Articles
- 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 100837. (10.1016/j.vehcom.2024.100837)
- Althunayyan, M. et al. 2024. Hierarchical federated learning-based intrusion detection for in-vehicle networks. Future Internet 16 (12) 451. (10.3390/fi16120451)
- Althunayyan, M. et al. 2022. Evaluation of black-box web application security scanners in detecting injection vulnerabilities. Electronics 11 (13) 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. Published in: 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.
