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eess.SP2025
Noise-Robust Radio Frequency Fingerprint Identification Using Denoise Diffusion Model
Guolin Yin, Junqing Zhang, Yuan Ding +1
Securing Internet of Things (IoT) devices presents increasing challenges due to their limited computational and energy resources. Radio Frequency Fingerprint Identification (RFFI)…
eess.SP2024
Towards Robust RF Fingerprint Identification Using Spectral Regrowth and Carrier Frequency Offset
Lingnan Xie, Linning Peng, Junqing Zhang
Radio frequency fingerprint identification (RFFI) is a promising device authentication approach by exploiting the unique hardware impairments as device identifiers. Because the har…