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IoT Device Identification

IoT Device Identification is the process of recognizing and distinguishing IoT devices within a network by analyzing their behavior, communication patterns, or interaction with other devices, enabling improved network management, security, and research.

Papers

Showing 110 of 18 papers

TitleStatusHype
IoTDevID: A Behavior-Based Device Identification Method for the IoTCode1
CNN based IoT Device IdentificationCode1
UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security0
Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification0
IoT Device Identification Based on Network Communication Analysis Using Deep Learning0
IoT Device Identification Using Deep Learning0
IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification0
Leveraging Machine Learning for Accurate IoT Device Identification in Dynamic Wireless Contexts0
Discretization-based ensemble model for robust learning in IoT0
Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey0
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