Xu-Yu Wang

Few-Shot RF Fingerprint Authentication via Unfolded Sparse Recovery

In this paper, we propose a few-shot authentication framework based on radio-frequency fingerprint identification (RFFI). Unlike conventional RFFI approaches, which often memorize device-specific features, our framework learns to accurately compare over-the-air (OTA) signals from different Internet of Things (IoT) devi...