Understanding Radio Frequency Fingerprint Identification With RiFyFi Virtual Databases
IEEE Open Journal of the Communications SocietyThis paper proposes to explore the Radio Frequency Fingerprint (RFF) identification with a virtual database generator. RFF is a unique signature created in the emitter transmission chain by the hardware impairments.
Alice Chillet +6 more
doaj +7 more sources
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
doaj +2 more sources
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
doaj +2 more sources
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
doaj +2 more sources
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
doaj +2 more sources
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
doaj +3 more sources
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
doaj +2 more sources
Polarization-Regularized Adversarial Pruning for Efficient Radio Frequency Fingerprint Identification on IoT Devices [PDF]
SensorsRadio frequency fingerprint identification (RFFI) based on physical-layer characteristics provides a reliable solution for secure authentication of Internet of Things (IoT) devices.
Caidan Zhao +4 more
doaj +2 more sources
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning [PDF]
IEEE Journal on Selected Areas in Communications, 2021 Radio frequency fingerprint identification (RFFI) is an emerging device authentication technique that relies on the intrinsic hardware characteristics of wireless devices. This paper designs a deep learning-based RFFI scheme for Long Range (LoRa) systems. Firstly, the instantaneous carrier frequency offset (CFO) is found to drift, which could result in
Peng Linning +2 more
exaly +2 more sources
Optimized Radio Frequency Footprint Identification Based on UAV Telemetry Radios [PDF]
SensorsWith the widespread use of unmanned aerial vehicles (UAVs), the detection and identification of UAVs is a vital security issue for the safety of airspace and ground facilities in the no-fly zone.
Yuan Tian +4 more
doaj +2 more sources