363 citations
- Heriot-Watt UniversityGB51 papers
- University of EdinburghGB10 papers
- Maxwell Institute for Mathematical SciencesGB9 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Imperial College LondonGB5 papers
- University of OxfordGB4 papers
- Huazhong University of Science and TechnologyCN3 papers
- Université de LilleFR3 papers
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- Center for Astrophysics Harvard & SmithsonianUS2 papers
- Centre de Recherche en InformatiqueFR2 papers
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR2 papers
Showing cs.CRShow all
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cs.CR2024★ 1 cited
GeMID: Generalizable Models for IoT Device Identification
Kahraman Kostas, Rabia Yasa Kostas, Mike Just +1
With the proliferation of devices on the Internet of Things (IoT), ensuring their security has become paramount. Device identification (DI), which distinguishes IoT devices based o…
cs.CR2024★ 14 cited
Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection
Kahraman Kostas, Mike Just, Michael A. Lones
Machine learning is increasingly used for intrusion detection in IoT networks. This paper explores the effectiveness of using individual packet features (IPF), which are attributes…
cs.CR2021★ 108 cited
IoTDevID: A Behavior-Based Device Identification Method for the IoT
Kahraman Kostas, Mike Just, Michael A. Lones
Device identification is one way to secure a network of IoT devices, whereby devices identified as suspicious can subsequently be isolated from a network. In this study, we present…