Results 11 to 20 of about 5,152 (203)
Кібербезпека: освіта, наука, технікаУ статті представлено комплексний аналіз сучасних моделей та методів ідентифікації бездротових пристроїв на основі їх унікальних радіочастотних характеристик (RF-fingerprinting). Розглянуто фундаментальні принципи формування радіочастотних відбитків, які
Георгій Лобан +1 more
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Efficient Channel-Temporal Attention for Boosting RF Fingerprinting
IEEE Open Journal of Signal ProcessingIn recent years, Deep Convolutional Neural Networks (DCNNs) have been widely used to solve Radio Frequency (RF) fingerprinting task. DCNNs are capable of learning the proper convolution kernels driven by data and directly extracting RF fingerprints from ...
Hanqing Gu +4 more
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RF Fingerprinting of IoT Devices Based on Transient Energy Spectrum [PDF]
IEEE Access, 2019 Radio frequency (RF) fingerprinting is considered as one of the promising techniques to enhance wireless security in the Internet of Things (IoT) applications.
Memduh Kose +2 more
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Threat Detection Model for WLAN of Simulated Data Using Deep Convolutional Neural Network
Applied Sciences, 2023 Security identification solutions against WLAN network attacks according to straightforward digital detectors, such as SSID, IP addresses, and MAC addresses, are not efficient in identifying such hacking or router impersonation.
Omar I. Dallal Bashi +4 more
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IEEE Access, 2023 Industrial IoT-enabled critical infrastructures are susceptible to cyber attacks due to their mission-critical deployment. To ensure security by design, radio frequency (RF)-based security is considered an effective way for wirelessly monitored or ...
Omer Melih Gul +5 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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IEEE Access, 2021 Deep learning-based fingerprinting techniques have recently emerged as potential enablers of various wireless applications. However, their resiliency to time, location, and/or configuration changes in the operating environment undoubtedly remains one ...
Abdurrahman Elmaghbub, Bechir Hamdaoui
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A Review of Recent Developments on Secure Authentication Using RF Fingerprints Techniques
Sakarya University Journal of Computer and Information Sciences, 2022 The Internet of Things (IoT) concept is widely used today. As IoT becomes more widely adopted, the number of devices communicating wirelessly (using various communication standards) grows. Due to resource constraints, customized security measures are not
Cihan Karakuzu, Hüseyin Parmaksız
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Securing wireless communication using RF fingerprinting
, 2021 Recently, RF fingerprinting has become an arousing and emerging technology in identifying multiple wireless devices. The method is also believed to have a strong impact on its applications in the wireless security system.
Yusoff, Siti Hajar +7 more
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RF Fingerprint Recognition Based on SE Attention Multi-source Domain Adversarial Network [PDF]
Jisuanji kexueRF fingerprinting uses the hardware features of RF front-end as identifiers to identify devices.Aiming at the problem that existing RF fingerprinting research ignores the interference of receiver hardware features,resulting in poor generalization of the ...
SU Chaoran, ZHANG Dalong, HUANG Yong, DONG An
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