RF eigenfingerprints, an Efficient RF Fingerprinting Method in IoT Context [PDF]
Sensors, 2022 In IoT networks, authentication of nodes is primordial and RF fingerprinting is one of the candidates as a non-cryptographic method. RF fingerprinting is a physical-layer security method consisting of authenticated wireless devices using their components’
Louis Morge-Rollet +4 more
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Assessment of Features and Classifiers for Bluetooth RF Fingerprinting [PDF]
IEEE Access, 2019 Recently, network security has become a major challenge in communication networks. Most wireless networks are exposed to some penetrative attacks such as signal interception, spoofing, and stray.
Aysha M. Ali, Emre Uzundurukan, Ali Kara
doaj +4 more sources
Attention is Needed for RF Fingerprinting
IEEE Access, 2023 Radio Frequency (RF) fingerprinting is a novel solution for identifying a unique radio from a large pool of devices by analyzing the subtle characteristics that are inherent in the radio waveform.
Hanqing Gu +3 more
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Sequential Transient Detection for RF Fingerprinting [PDF]
Electronics, 2022 In this paper, a sequential transient detection method for radio frequency (RF) fingerprinting used in the identification of wireless devices is proposed. To the best knowledge of the authors, sequential detection of transient signals for RF fingerprinting has not been considered in the literature.
Selçuk Taşcıoğlu +2 more
openaire +4 more sources
Deep Complex-Valued Convolutional Neural Network for Drone Recognition Based on RF Fingerprinting
Drones, 2022 Drone-aided ubiquitous applications play important roles in our daily lives. Accurate recognition of drones is required in aviation management due to their potential risks and disasters.
Jie Yang +5 more
doaj +2 more sources
Bluetooth Device Identification Using RF Fingerprinting and Jensen-Shannon Divergence [PDF]
SensorsThe proliferation of radio frequency (RF) devices in contemporary society, especially in the fields of smart homes, Internet of Things (IoT) gadgets, and smartphones, underscores the urgent need for robust identification methods to strengthen ...
Rene Francisco Santana-Cruz +4 more
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Environmental causality calibration: Advancing WLAN RF fingerprinting for precise indoor localization. [PDF]
PLoS ONEIn recent years, considerable and valuable research progress has been made in indoor positioning technologies based on WLAN Radio Frequency (RF) fingerprinting, identifying it as one of the most promising positioning technologies with substantial ...
Yufeng Fan, Haotai Sun
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A lightweight LSTM-based open-set RF fingerprinting identification for edge deployment [PDF]
Scientific ReportsWith the rapid advancement of deep learning techniques, numerous neural networks have been successfully developed for radio frequency (RF) fingerprinting identification.
Yuxuan Hu, Yutong Fu, Ye Chen
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Intrusion Detection System for IoT: Analysis of PSD Robustness
Sensors, 2023 The security of internet of things (IoT) devices remains a major concern. These devices are very vulnerable because of some of their particularities (limited in both their memory and computing power, and available energy) that make it impossible to ...
Lamoussa Sanogo +3 more
doaj +1 more source
Portability of an RF fingerprint of a wireless transmitter [PDF]
2014 IEEE Conference on Communications and Network Security, 2014 In conventional wireless networks, security issues are primarily considered above the physical layer and are usually based on bit-level algorithms to establish the identity of a legitimate wireless device. Physical layer security is a new paradigm in which features extracted from an analog signal can be used to establish the unique identity of a ...
Saeed Ur Rehman +3 more
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