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   Articles with "layer authentication" as a keyword



Copula-Driven Learning Techniques for Physical Layer Authentication Using Multimodal Data

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3532996

Abstract: In this paper, we present a study on copula-driven learning techniques for physical layer authentication (PLA) in wireless communication, using data from multiple modalities. The collective multimodal data is considered as an attribute vector, which… read more here.

Keywords: copula driven; learning techniques; layer authentication; driven learning ... See more keywords

OTFS-Based Physical Layer Authentication for UAV-Assisted Data Collection in Wireless Sensor Network

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3565375

Abstract: Autonomous aerial vehicle (commonly known as UAV) wireless communications have become widespread in military and civilian applications, partly due to its inherent line-of-sight (LoS) air-to-ground channels, easy deployment and high mobility. They have been adopted… read more here.

Keywords: data collection; authentication; otfs based; wireless ... See more keywords

Physical-Layer Authentication Based on Hierarchical Variational Autoencoder for Industrial Internet of Things

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recommendations! Published in 2023 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2022.3213593

Abstract: Recently, physical-layer authentication (PLA) has attracted much attention since it takes advantage of the channel randomness nature of transmission media to achieve communication confidentiality and authentication. In the complex environment, such as the Industrial Internet… read more here.

Keywords: authentication; hierarchical variational; physical layer; layer authentication ... See more keywords

Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3347603

Abstract: Industrial control systems rely on wireless devices and sensors, necessitating critical security. Physical layer authentication (PLA) is a promising mechanism for device authentication, utilizing its unique spatiotemporal characteristics and channel state randomness, which offers unforgeability… read more here.

Keywords: authentication; control; convolutional denoising; layer authentication ... See more keywords

Physical Layer Authentication Scheme in Beamspace MIMO Systems

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recommendations! Published in 2022 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2022.3170509

Abstract: The broadcast nature of wireless communication makes it vulnerable to various security threats such as spoofing attacks. Physical layer (PL) authentication has emerged as a promising and powerful approach to secure future wireless technologies for… read more here.

Keywords: authentication; authentication scheme; signature; physical layer ... See more keywords

Model-Driven Learning for Physical Layer Authentication in Dynamic Environments

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recommendations! Published in 2024 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2024.3352630

Abstract: This letter investigates the physical layer authentication (PLA) in dynamic environments, where the users have different mobility velocities. The performance of PLA in this scenario suffers from the inaccurate prediction of the channel statement information… read more here.

Keywords: authentication; layer authentication; dynamic environments; driven learning ... See more keywords

Faster and Safer: Seamless Group-Based Cross-Layer Authentication and Key Agreement for 6G

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recommendations! Published in 2025 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2025.3558927

Abstract: The upcoming 6G networks will support an unprecedented number of connected devices, thus greatly expanding the attack surfaces. Access authentication helps mitigate these threats, but may introduce prohibitive costs due to massive connections operating in… read more here.

Keywords: layer; authentication; based cross; seamless group ... See more keywords

On the Relation Between OC-LSSVM and Likelihood Test for Physical Layer Authentication

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recommendations! Published in 2025 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2025.3617764

Abstract: Physical layer authentication (PLA) allows a verifier to decide whether a received message has been transmitted by a legitimate or a malicious user by processing a series of features extracted from the physical channel over… read more here.

Keywords: physical layer; layer authentication; authentication; likelihood test ... See more keywords

CSI-Based Physical Layer Authentication via Deep Learning

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recommendations! Published in 2022 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2022.3180901

Abstract: CSI-Based physical layer authentication is a promising candidate to achieve fast and lightweight authentication for wireless communication. However, the current methods usually cannot achieve initial authentication and are susceptible to channel noise. Besides, the current… read more here.

Keywords: authentication; physical layer; layer authentication; deep learning ... See more keywords

Enhanced Multiuser CSI-Based Physical Layer Authentication Based on Information Reconciliation

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recommendations! Published in 2025 at "IEEE Wireless Communications Letters"

DOI: 10.1109/lwc.2024.3515840

Abstract: This letter presents a physical layer authentication (PLA) technique using information reconciliation in multiuser communication systems. A cost-effective solution for low-end Internet of Things networks can be provided by PLA. In this letter, we develop… read more here.

Keywords: physical layer; information reconciliation; layer authentication; information ... See more keywords

Knowledge-Enhanced Physical Layer Authentication for Mobile Devices

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recommendations! Published in 2024 at "IEEE Transactions on Consumer Electronics"

DOI: 10.1109/tce.2024.3379524

Abstract: Channel state information (CSI)-based physical layer authentication (PLA) is considered to be a promising technology for wireless network security. However, in mobile scenarios, device mobility and environmental dynamics limit the reliability of PLA due to… read more here.

Keywords: authentication; knowledge enhanced; layer authentication; physical layer ... See more keywords