Results 91 to 100 of about 5,152 (203)

Unveiling the Threat: Data-Free Backdoor Attacks on Pre-Trained Models for RF Fingerprinting

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, Dai, J, Sun, X, Zhang, J   +4 more
core   +1 more source

IQFM—A Wireless Foundation Model for I/Q Streams in AI-Native 6G

IEEE Open Journal of the Communications Society
Foundation models have shown remarkable potential in natural language processing and computer vision, yet remain in their infancy in wireless communications. While a few efforts have explored image-based modalities such as channel state information (CSI)
Omar Mashaal, Hatem Abou-Zeid
doaj   +1 more source

A Robust Anti-Noise Scheme for RF Fingerprint Identification

2024 2nd International Conference on Information Network and Computer Communications (INCC)
Radio frequency (RF) fingerprint technology is utilized for wireless device identification, extensively employed in the internet of things (IoT). The operating environment for IoT devices is challenging, with pervasive noise and distortion on the signals which blur the feature space of RF fingerprints.
Shi, Junxian, Peng, Linning, Jing, Wentao, Xie, Lingnan, Peng, Haichuan, Hu, Aiqun   +5 more
openaire   +2 more sources

Scalable Deep Learning for RF Fingerprinting: The MADE Architecture for Robust Physical-Layer Device Identification

IEEE Open Journal of the Communications Society
Radio Frequency (RF) fingerprinting stands out as a powerful technique for device identification, exploiting intrinsic hardware-induced signal variations that are difficult to mimic and thus provide a robust layer of security in wireless systems.
Nordine Quadar, Abdellah Chehri, Benoit Debaque   +2 more
doaj   +1 more source

RF Fingerprinting Using Transient-Based Identification Signals at Sampling Rates Close to the Nyquist Limit

Radio frequency (RF) fingerprinting is regarded as a promising solution to improve wireless security, especially in applications where resource-limited devices are employed.
Selçuk Taşcıoğlu, Aykut Kalaycıoğlu, Gokhan Soysal, Memduh Köse   +3 more
core   +1 more source

Siamese Network on I/Q Signal for RF Fingerprinting

, 2020
International audienceRF Fingerprinting techniques aim to authenticate a wireless emitter by the imperfections due to these components. It can be useful for authentication and network management for the future IoT networks.
Gautier, Roland, Le Roy, Frédéric, Le Jeune, Denis, Morge-Rollet, Louis   +3 more
core  

Multi-resident identification using device-free IR and RF fingerprinting. [PDF]

Annu Int Conf IEEE Eng Med Biol Soc, 2015
Schafermeyer ER, Wan EA, Samin S, Zentzis N, Preiser N, Condon J, Folsom J, Jacobs PG.   +7 more
europepmc   +1 more source

Algoritmos de análise de cena para localização indoor via redes IEEE 802.11 [PDF]

, 2015
Dissertação (mestrado) - Universidade Federal de Santa Catarina, Centro Tecnológico, Programa de Pós-Graduação em Engenharia de Automação e Sistemas, Florianópolis, 2015.Sistemas de localização global já fazem parte do cotidiano das pessoas.
Conte, Ezequiel
core  

RF fingerprinting database

Public report on the RadioSpin RF fingerprinting ...
openaire   +1 more source

LUMEN: A Lightweight UAV Multi-Enhanced Network for PSD-Based RF Fingerprinting on Edge Devices. [PDF]

Sensors (Basel)
Yoon MJ, Park KW.
europepmc   +1 more source