A VQVAE's discrete reconstruction substantially reduces the effectiveness of adversarial attacks on high-SNR radio waveform classifiers.
Combatting adversarial attacks through denoising and dimensionality reduction: A cascaded autoencoder approach,
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A look at adversarial attacks on radio waveforms from discrete latent space
A VQVAE's discrete reconstruction substantially reduces the effectiveness of adversarial attacks on high-SNR radio waveform classifiers.