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Researcher profile

Abdurrahman Elmaghbub

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Uncovering the Portability Limitation of Deep Learning-Based Wireless Device Fingerprints

    2022 · arXiv (Cornell University)

    Recent device fingerprinting approaches rely on deep learning to extract device-specific features solely from raw RF signals to identify, classify and authenticate wireless devices. One widely known issue lies in the inability of these approaches …

  2. On the extraction of RF fingerprints from LSTM hidden-state values for robust open-set detection

    2024 · ITU Journal on Future and Evolving Technologies

    New capabilities in wireless network security have been enabled by deep learning that leverages and exploits signal patterns and characteristics in Radio Frequency (RF) data captured by radio receivers to identify and authenticate radio transmitters. …