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Found 5 papers, 0 papers with code
WiSig: A Large-Scale WiFi Signal Dataset for Receiver and Channel Agnostic RF Fingerprinting
RF fingerprinting leverages circuit-level variability of transmitters to identify them using signals they send.
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval
These systems have been shown to offer excellent outlier detection accuracies when trained and tested on a fixed authorized transmitter set.
Open Set RF Fingerprinting using Generative Outlier Augmentation
So far, efforts at open set classification have largely relied on the utilization of signal samples captured from a known set of unauthorized transmitters to aid the classifier learn unauthorized transmitter fingerprints.
Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations
Due to imperfections in transmitters' hardware, wireless signals can be used to verify their identity in an authorization system.
Deep Learning Approaches for Open Set Wireless Transmitter Authorization
In this paper, we propose a deep learning approach for transmitter authorization based on open set recognition.
