most citedIoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection

3 citations

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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★ 3 cited

IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection

Kahraman Kostas, Mike Just, Michael A. Lones

Previous research on behavior-based attack detection for networks of IoT devices has resulted in machine learning models whose ability to adapt to unseen data is limited and often…