Lucy Lin

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. …