Min-max Training: Adversarially Robust Learning Models for Network Intrusion Detection Systems
Conference Proceeding
Grierson, S., Thomson, C., Papadopoulos, P., & Buchanan, B. (2022)
Min-max Training: Adversarially Robust Learning Models for Network Intrusion Detection Systems. In 2021 14th International Conference on Security of Information and Networks (SIN). https://doi.org/10.1109/sin54109.2021.9699157
Intrusion detection systems are integral to the security of networked systems for detecting malicious or anomalous network traffic. As traditional approaches are becoming less...
Wireless Sensor Networks (WSN) in Oil and Gas Industry: Applications, Requirements and Existing Solutions
Conference Proceeding
Wadhaj, I., Ghaleb, B., & Thomson, C. (2021)
Wireless Sensor Networks (WSN) in Oil and Gas Industry: Applications, Requirements and Existing Solutions. In Proceedings of International Conference on Emerging Technologies and Intelligent Systems ICETIS 2021: Volume 2 (547-563). https://doi.org/10.1007/978-3-030-85990-9_44
Effective measurement and monitoring of certain parameters (temperature, pressure, flow etc.) is crucial for the safety and optimization of processes in the Oil and Gas Indust...
An RPL based Optimal Sensors placement in Pipeline Monitoring WSNs
Conference Proceeding
Wadhaj, I., Thomson, C., & Ghaleb, B. (2021)
An RPL based Optimal Sensors placement in Pipeline Monitoring WSNs. In Proceedings of International Conference on Emerging Technologies and Intelligent Systems: ICETIS 2021 (533-546). https://doi.org/10.1007/978-3-030-85990-9_43
Compared to an ordinary sensor network, Linear Sensor Networks (LSNs) has many applications in a number of areas such as surveillance and monitoring of international boundarie...
A New Mobility Aware Duty Cycling and Dynamic Preambling Algorithm for Wireless Sensor Network
Conference Proceeding
Thomson, C., Wadhaj, I., Al-Dubai, A., & Tan, Z. (2020)
A New Mobility Aware Duty Cycling and Dynamic Preambling Algorithm for Wireless Sensor Network. In 2020 IEEE 6th World Forum on Internet of Things (WF-IoT)https://doi.org/10.1109/WF-IoT48130.2020.9221036
The issue of energy holes, or hotspots, in wireless sensor networks is well referenced. As is the proposed mobilisa-tion of the sink node in order to combat this. However, as ...
Mobility Aware Duty Cycling Algorithm (MADCAL) in Wireless Sensor Network with Mobile Sink Node
Conference Proceeding
Thomson, C., Wadhaj, I., Tan, Z., & Al-Dubai, A. (2019)
Mobility Aware Duty Cycling Algorithm (MADCAL) in Wireless Sensor Network with Mobile Sink Node. In 2019 IEEE International Conference on Smart Internet of Things (SmartIoT). https://doi.org/10.1109/SmartIoT.2019.00037
In Wireless Sensor Networks (WSNs) the use of Mobile Sink Nodes (MSNs) has been proposed in order to negate the ”hotspot” issue. This where nodes closest to the sink node shal...
Performance Investigation of RPL Routing in Pipeline Monitoring WSNs
Conference Proceeding
Wadhaj, I., Gharebi, W., Al-Dubai, A., & Thomson, C. (2018)
Performance Investigation of RPL Routing in Pipeline Monitoring WSNs. In 20th {IEEE} International Conference on High Performance Computing and Communications; 16th {IEEE} International Conference on Smart City; 4th {IEEE} International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00178
The adoption of WSN and IEEE 802.15.4 standard for the linear WSN networks were assumed. The interconnection of WSNs with the Internet is possible by assigning IPv6 addresses ...
Performance evaluation of RPL metrics in environments with strained transmission ranges.
Conference Proceeding
Thomson, C., Wadhaj, I., Romdhani, I., & Al-Dubai, A. (2017)
Performance evaluation of RPL metrics in environments with strained transmission ranges. In 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA). https://doi.org/10.1109/aiccsa.2016.7945687
An examination of existing studies in the area of Routing Protocol for Low-Power and Lossy Networks (RPL) implementation in wireless sensor networks (WSNs) reveals a consisten...