3 papers
eess.SP2026
Rapid LoRA Aggregation for Wireless Channel Adaptation in Open-Set Radio Frequency Fingerprinting
Mingxi Zhang, Renjie Xie, Jincheng Wang +2
Radio frequency fingerprints (RFFs) enable secure wireless authentication but struggle in open-set scenarios with unknown devices and varying channels. Existing methods face challe…
cs.CR2025
Channel-Robust RFF for Low-Latency 5G Device Identification in SIMO Scenarios
Yingjie Sun, Guyue Li, Hongfu Chou +1
Ultra-low latency, the hallmark of fifth-generation mobile communications (5G), imposes exacting timing demands on identification as well. Current cryptographic solutions introduce…
cs.CR2025
Collusion-Driven Impersonation Attack on Channel-Resistant RF Fingerprinting
Zhou Xu, Guyue Li, Zhe Peng +1
Radio frequency fingerprint (RFF) is a promising device identification technology, with recent research shifting from robustness to security due to growing concerns over vulnerabil…