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By explicitly modeling signal processing constraints, ZoomSpec achieves state-of-the-art wideband spectrum sensing, outperforming existing deep learning methods that treat spectrograms as natural images.
Even state-of-the-art AI-generated image detectors struggle when images are cropped, resized, or compressed, revealing a critical gap in real-world robustness.
