3 papers
cs.CR2025
UAV Individual Identification via Distilled RF Fingerprints-Based LLM in ISAC Networks
Haolin Zheng, Ning Gao, Donghong Cai +2
Unmanned aerial vehicle (UAV) individual (ID) identification is a critical security surveillance strategy in low-altitude integrated sensing and communication (ISAC) networks. In t…
cs.NI2025
Criticality-Based Dynamic Topology Optimization for Enhancing Aerial-Marine Swarm Resilience
Ruiyang Huang, Haocheng Wang, Yixuan Shen +4
Heterogeneous marine-aerial swarm networks encounter substantial difficulties due to targeted communication disruptions and structural weaknesses in adversarial environments. This…
cs.CR2025
Open Set RF Fingerprinting Identification: A Joint Prediction and Siamese Comparison Framework
Donghong Cai, Jiahao Shan, Ning Gao +4
Radio Frequency Fingerprinting Identification (RFFI) is a lightweight physical layer identity authentication technique. It identifies the radio-frequency device by analyzing the si…