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IriSig-Spoof reveals that achieving high accuracy in satellite RFF can mask significant vulnerabilities in spoofing detection, challenging assumptions about model reliability in real-world scenarios.
HoRFFI achieves remarkable gains in novel-class accuracy and AUC, proving that high-openness RFFI can be effectively addressed with minimal labeled data.