Data-Enhancement-Aided Protocol-Agnostic Transmitter Recognition for Open-Set in IoT
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3176758
Abstract: Radio-frequency fingerprinting identification (RFFI), based on hardware inherent imperfections, is an effective technique for physical authentication in the Internet of Things (IoT). However, due to the nonstationary and open factors in realistic scenes, problems, such… read more here.
Keywords: recognition; system; rffi; protocol agnostic ... See more keywords
Toward Intelligent Lightweight and Efficient UAV Identification With RF Fingerprinting
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3395466
Abstract: The inherent flexibility of small unmanned aerial vehicles (UAVs) enables their deployment across various emerging markets. Unauthenticated UAVs pose a significant threat if they intrude into aviation-sensitive areas. To address this issue, deep learning (DL)-based… read more here.
Keywords: toward intelligent; intelligent lightweight; lightweight efficient; rffi ... See more keywords
Domain Adaptation-Based Radio Frequency Fingerprint Identification for Industrial Cyber-Physical Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Network"
DOI: 10.1109/mnet.2025.3550907
Abstract: With the widespread adoption of cloud and fog platforms, security issues facing Industrial Cyber-Physical Systems (ICPSs) are increasingly prominent. Radio Frequency Fingerprinting (RFFI) emerges as a promising physical layer security technique for user authentication, effectively… read more here.
Keywords: industrial cyber; rffi; cyber physical; domain adaptation ... See more keywords
Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2024.3469820
Abstract: Radio frequency fingerprint identification (RFFI) is a promising physical layer authentication technique that utilizes the unique impairments within the analog front-end of transmitters as distinct identifiers. State-of-the-art RFFI systems are frequently powered by deep learning,… read more here.
Keywords: frequency fingerprint; fingerprint identification; radio frequency; rffi ... See more keywords