Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models

Tianya Zhao, Junqing Zhang, Haowen Xu +3

Deep neural networks (DNNs) have achieved remarkable success in radio frequency (RF) fingerprinting for wireless device authentication. However, their practical deployment faces tw…