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Targeted Adversarial Attacks Against Deep Learning-Based Wideband Spectrum Sensing

open access: yesIEEE Transactions on Machine Learning in Communications and Networking
Deep learning-based wideband spectrum sensing models have achieved impressive performance in subband occupancy detection, but their susceptibility to adversarial attacks raises serious concerns.
Shilian Zheng   +4 more
doaj   +1 more source

Distributed cooperative spectrum sensing based on consensus optimization

open access: yesTongxin xuebao, 2011
A distributed wideband spectrum compressive sensing approach based on consensus optimization was developed.The cognitive radio users firstly collected the time-domain sampling by compressive sampling and recover the local spectrum.Then the spectrum of ...
ZENG Fan-zi   +3 more
doaj   +2 more sources

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