IoT Device Identification Techniques: A Comparative Analysis for Security Practitioners by Ashley Andrews, George Oikonomou, Simon Armour, Paul Thomas, Thomas Cattermole

Subjects: “…Device identification…”
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FE-DIoT: IoT Device Classification Through Dynamic Feature Selection and Adaptive Cross-Network Model by Hanxi Zheng, Huanpu Yin, Haisheng Li

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Investigation of the optimal method for generating and verifying the Smartphone’s fingerprint: A review by Shikah J. Alsunaidi, Abdullah M. Almuhaideb

Subjects: “…Device identification…”
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Machine learning for Internet of Things (IoT) device identification: a comparative study by Hamid Tahaei, Anqi Liu, Hamid Forooghikian, Mehdi Gheisari, Faiz Zaki, Nor Badrul Anuar, Zhaoxi Fang, Longjun Huang

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On Combining Deep Neural Network Classifiers for Source Device Identification by Ioannis Tsingalis, Constantine Kotropoulos

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Bridging Explainability and Security: An XAI-Enhanced Hybrid Deep Learning Framework for IoT Device Identification and Attack Detection by Prabhav Jain, Anshika Rathour, Aashima Sharma, Gurpal Singh Chhabra

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Image device identification and identity privacy protection method via integration of homomorphic encryption and PRNU fingerprints by ZHANG Pinchang, SHEN Yuanzhang, FAN Weibei, DONG Zhenjiang, SHEN Yulong, JIANG Xiaohong, XIAO Fu

Subjects: “…image device identification…”
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Unknown IoT Device Identification Models and Algorithms Based on CSCL-Siamese Networks and Weighted-Voting Clustering Ensemble by Junhao Qian, Wenyu Zheng, Xulin Lu, Zhihua Li

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Digital video passive forensics for its authenticity and source by CHEN Wei-bing1, YANG Gao-bo2, CHEN Ri-chao2, ZHU Ning-bo2

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Signal Preprocessing for Enhanced IoT Device Identification Using Support Vector Machine by Rene Francisco Santana-Cruz, Martin Moreno, Daniel Aguilar-Torres, Román Arturo Valverde-Domínguez, Rubén Vázquez-Medina

Subjects: “…RF device identification…”
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A RF Fingerprint Based EIoT Device Identification Method by Ming LIU, Nian LIU, Xiaoyi HAN, Linning PENG, Hua FU, Yicong CHEN

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Robust Radio Frequency Fingerprinting With Signal Denoising and Stacked Multivariate Ensemble Learning for Secure Wireless Communications by Syed Usman Ali Shah, Muhammad Usama Zahid, Syed Abuzar H Shah, Saeed Ur Rehman, Dan Komosny

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