Results 71 to 80 of about 5,152 (203)
Design of Low-Cost Modular Rf Front End for Rf Fingerprinting of Bluetooth Signals
, 2017 For RF fingerprinting of wireless devices, data acquisition has a critical role. Because of this, highly sophisticated devices are used for data capturing or acquisition.
Kara, Ali +4 more
core +2 more sources
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
doaj +1 more source
Investigation of RF Fingerprinting approaches in GNSS
, 2020 With the increase of emerging technologies, demand for location and positioningservices is increasing in all domains of life. Currently there is an imperative need toprotect and safeguard the authenticity and integrity of user data.In this thesis workRadio Frequency Fingerprinting (RFF) approaches are investi-gated in the context ofGlobal Navigation ...
openaire +3 more sources
Protocol-Agnostic and Data-Free Backdoor Attacks on Pre-Trained Models in RF Fingerprinting [PDF]
While supervised deep neural networks (DNNs) have proven effective for device authentication via radio frequency (RF) fingerprinting, they are hindered by domain shift issues and the scarcity of labeled data.
Wang, X, Zhao, T, Wang, N, Zhang, J
core +1 more source
Augmentation of Fingerprints for Indoor BLE Localization Using Conditional GANs
IEEE AccessLocation estimation in indoor environments using radiofrequency (RF) has garnered considerable attention in recent years owing to the widespread adoption of mobile devices.
Suhardi Azliy Junoh, Jae-Young Pyun
doaj +1 more source
, 2022 Fifth generation (5G) network and beyond envision massive Internet of Things (IoT) rollout to support disruptive applications such as extended reality (XR), augmented/virtual reality (AR/VR), industrial automation, autonomous driving, and smart ...
Kumar, Prem Sagar Pattanshetty Vasanth +2 more
core
One-shot generative distribution matching for augmented RF-based UAV identification
Machine Learning with ApplicationsThis work addresses the challenge of identifying Unmanned Aerial Vehicles (UAV) using radiofrequency (RF) fingerprinting in limited RF environments.
Amir Kazemi +3 more
doaj +1 more source
On the Impact of the Hardware Warm-Up Time on Deep Learning-Based RF Fingerprinting
, 2023 Deep learning-based RF fingerprinting offers great potential for improving the security robustness of various emerging wireless networks. Although much progress has been done in enhancing fingerprinting methods, the impact of device hardware ...
Elmaghbub, Abdurrahman, Hamdaoui, Bechir
core
RF Fingerprinting to Detect Beamstealing Attacks in mmWave 5G Communications [PDF]
Radioengineering5G mmWave networks rely on directional beamforming to ensure high-bandwidth connectivity, but the initial beam alignment process is vulnerable to beam-stealing attacks. In this scenario, an adversary transmits forged synchronization signals to hijack the
M. Kousal +3 more
doaj
Research on the Internet of Things Device Recognition Based on RF-Fingerprinting
IEEE Access, 2019 Internet of Things (IoT) technology provides a large-scale network for information exchange and communication with big data. Because of the openness of IoT devices in the process of signal transmission, the recognition and access of different IoT devices
Ya Tu +4 more
doaj +1 more source