Inter-Frame-Relationship Protected Signal: A New Design for Radio Frequency Fingerprint Authentication [PDF]
Sensors, 2023 Utilizing a multi-frame signal (MFS) rather than a single-frame signal (SFS) for radio frequency fingerprint authentication (RFFA) shows the advantage of higher accuracy.
Xufei Li, Shuiguang Zeng, Yangyang Liu
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Fine-Grained Radio Frequency Fingerprint Recognition Network Based on Attention Mechanism [PDF]
Entropy, 2023 With the rapid development of the internet of things (IoT), hundreds of millions of IoT devices, such as smart home appliances, intelligent-connected vehicles, and wearable devices, have been connected to the network.
Yulan Zhang +4 more
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Radio Frequency Fingerprint Identification Based on Deep Complex Residual Network
IEEE Access, 2020 Radio frequency fingerprint identification is a non-password authentication method based on the physical layer hardware of the communication device. Deep learning methods provide new ideas and techniques for radio frequency fingerprint identification. As
Shenhua Wang +5 more
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Radio Frequency Fingerprint Identification for 5G Mobile Devices Using DCTF and Deep Learning [PDF]
Entropy, 2023 The fifth-generation (5G) mobile cellular network is vulnerable to various security threats. Radio frequency fingerprint (RFF) identification is an emerging physical layer authentication technique which can be used to detect spoofing and distributed ...
Hua Fu, Hao Dong, Jian Yin, Linning Peng
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KAN-ResNet-Enhanced Radio Frequency Fingerprint Identification with Zero-Forcing Equalization [PDF]
SensorsRadio Frequency Fingerprint Identification (RFFI) is a promising device authentication technique that utilizes inherent hardware flaws in transmitters to achieve device identification, thus effectively maintaining the security of the Internet of Things ...
Hongbo Chen +4 more
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Cross-Receiver Radio Frequency Fingerprint Identification: A Source-Free Adaptation Approach [PDF]
SensorsRadio frequency fingerprint identification (RFFI) leverages the unique characteristics of radio signals resulting from inherent hardware imperfections for identification, making it essential for applications in telecommunications, cybersecurity, and ...
Jian Yang +3 more
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Sensors, 2020 Radio frequency communication technology has not only greatly improved public network service, but also developed a new technological route for indoor navigation service.
Haotai Sun +3 more
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Open-Set Radio Frequency Fingerprint Identification Method Based on Multi-Task Prototype Learning [PDF]
SensorsRadio frequency (RF) fingerprinting, as an emerging physical layer security technology, demonstrates significant potential in the field of Internet of Things (IoT) security.
Zhao Ma, Shengliang Fang, Youchen Fan
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Radio Frequency Fingerprint-Based Intelligent Mobile Edge Computing for Internet of Things Authentication [PDF]
Sensors, 2019 In this paper, a light-weight radio frequency fingerprinting identification (RFFID) scheme that combines with a two-layer model is proposed to realize authentications for a large number of resource-constrained terminals under the mobile edge computing ...
Songlin Chen +6 more
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Radio frequency fingerprint identification for Internet of Things: A survey
Security and Safety, 2023 Radio frequency fingerprint (RFF) identification is a promising technique for identifying Internet of Things (IoT) devices. This paper presents a comprehensive survey on RFF identification, which covers various aspects ranging from related definitions to
Xie Lingnan +3 more
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