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Physical-layer authentication for wireless security enhancement: current challenges and future developments

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1109/chinasip.2015.7230440openalex-snapshot
Performance enhanced wireless device authentication using multiple weighted device-specific characteristics
inferredcites →https://doi.org/10.1109/cwit.2013.6621590openalex-snapshot
An enhanced cross-layer authentication mechanism for wireless communications based on PER and RSSI
inferredcites →https://doi.org/10.1109/glocom.2014.7036875openalex-snapshot
Relay authentication by exploiting I/Q imbalance in amplify-and-forward system
inferredcites →https://doi.org/10.1109/jsac.2011.110812openalex-snapshot
Identifying Wireless Users via Transmitter Imperfections
inferredcites →https://doi.org/10.1109/jsac.2014.2328098openalex-snapshot
What Will 5G Be?
inferredcites →https://doi.org/10.1109/mcom.2015.7081072openalex-snapshot
Authentication handover and privacy protection in 5G hetnets using software-defined networking
inferredcites →https://doi.org/10.1109/mcom.2015.7120014openalex-snapshot
Physical layer key generation in wireless networks: challenges and opportunities
inferredcites →https://doi.org/10.1109/mwc.2010.5601959openalex-snapshot
Non-cryptographic authentication and identification in wireless networks [Security and Privacy in Emerging Wireless Networks
inferredcites →https://doi.org/10.1109/surv.2014.012314.00178openalex-snapshot
Principles of Physical Layer Security in Multiuser Wireless Networks: A Survey
inferredcites →https://doi.org/10.1109/tcomm.2014.032914.120921openalex-snapshot
Physical Layer Authentication for Mobile Systems with Time-Varying Carrier Frequency Offsets
inferredcites →https://doi.org/10.1109/tvt.2010.2044904openalex-snapshot
Detecting and Localizing Identity-Based Attacks in Wireless and Sensor Networks
inferredcites →https://doi.org/10.1109/twc.2008.070194openalex-snapshot
Using the physical layer for wireless authentication in time-variant channels
inferredcites →https://doi.org/10.1109/twc.2011.110811.111240openalex-snapshot
Secure and Efficient Handover Authentication Based on Bilinear Pairing Functions
inferredcites →https://doi.org/10.1145/1409944.1409959openalex-snapshot
Wireless device identification with radiometric signatures

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Impersonation Detection in Line-of-Sight Underwater Acoustic Sensor Networks
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Physical Layer Authentication Enhancement Using a Gaussian Mixture Model
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Physical Layer Authentication Based on Gaussian Mixture Model Under Unknown Number of Attackers
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Access-Based Lightweight Physical-Layer Authentication for the Internet of Things Devices
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Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder
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Physical Layer Authentication Without Adversary Training Data in Resource-Constrained Underwater Acoustic Networks
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Physical-Layer Authentication Based on Extreme Learning Machine
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Identifying the Fake Base Station: A Location Based Approach
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Arraymetrics: Authentication Through Chaotic Antenna Array Geometries
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Initial Satellite Access Authentication Based on Doppler Frequency Shift
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Physical Layer Spoofing Detection in MIMO SVD Communications
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Deep Learning-based Channel Prediction for Wireless Physical Layer Security
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Light-Weight Physical Layer Enhanced Security Schemes for 5G Wireless Networks
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Physical Layer Authentication in Backscatter Communication: A Review
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Physical Layer Authentication Utilizing Carrier Frequency Offset in Dynamic MIMO Systems
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Privacy-Preserving Physical Layer Authentication Exploiting Carrier Frequency Offset in UAV-aided Communication Systems
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Wireless Communication, Sensing, and REM: A Security Perspective
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Channel Prediction and Transmitter Authentication With Adversarially-Trained Recurrent Neural Networks
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Safeguarding Cluster Heads in UAV Swarm Using Edge Intelligence: Linear Discriminant Analysis-Based Cross-Layer Authentication
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Physical-Layer Security in 6G Networks
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Dynamic Bayesian Network Based Security Analysis for Physical Layer Key Extraction
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Deep Learning-Based RF Fingerprint Identification With Channel Effects Mitigation
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Efficient Channel-Temporal Attention for Boosting RF Fingerprinting
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Towards a Unified Framework for Physical Layer Security in 5G and Beyond Networks
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Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations
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Learning-Aided Physical Layer Authentication as an Intelligent Process
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Adaptive Trust Management for Soft Authentication and Progressive Authorization Relying on Physical Layer Attributes
inferred← citeshttps://doi.org/10.1109/tcomm.2020.2967393openalex-snapshot
Physical Layer Authentication Jointly Utilizing Channel and Phase Noise in MIMO Systems
inferred← citeshttps://doi.org/10.1109/tcomm.2022.3195925openalex-snapshot
Multiple Phase Noises Physical-Layer Authentication
inferred← citeshttps://doi.org/10.1109/tcomm.2022.3196648openalex-snapshot
Adaptive Physical Layer Authentication Using Machine Learning With Antenna Diversity
inferred← citeshttps://doi.org/10.1109/tcomm.2023.3245659openalex-snapshot
Physical-Layer Authentication for Ambient Backscatter-Aided NOMA Symbiotic Systems
inferred← citeshttps://doi.org/10.1109/tcomm.2023.3255245openalex-snapshot
GALAMC: Guaranteed Authentication Level at Minimized Complexity Relying on Intelligent Collaboration
inferred← citeshttps://doi.org/10.1109/tdsc.2018.2883598openalex-snapshot
Security Model of Authentication at the Physical Layer and Performance Analysis over Fading Channels
inferred← citeshttps://doi.org/10.1109/tdsc.2024.3521086openalex-snapshot
Physical Layer Authentication Utilizing Beam Pattern Features in Millimeter-Wave MIMO Systems
inferred← citeshttps://doi.org/10.1109/tgcn.2024.3439536openalex-snapshot
Physical Layer Authentication via Conditional Variational Auto-Encoder for AIS
inferred← citeshttps://doi.org/10.1109/tifs.2017.2746001openalex-snapshot
Coordinated Multiple-Relays Based Physical-Layer Security Improvement: A Single-Leader Multiple-Followers Stackelberg Game Scheme
inferred← citeshttps://doi.org/10.1109/tifs.2017.2750102openalex-snapshot
Joint Relay Selection and Power Allocation in Large-Scale MIMO Systems with Untrusted Relays and Passive Eavesdroppers
inferred← citeshttps://doi.org/10.1109/tifs.2018.2797963openalex-snapshot
Slope Authentication at the Physical Layer
inferred← citeshttps://doi.org/10.1109/tifs.2018.2800696openalex-snapshot
Code-Frequency Block Group Coding for Anti-Spoofing Pilot Authentication in Multi-Antenna OFDM Systems
inferred← citeshttps://doi.org/10.1109/tifs.2018.2812202openalex-snapshot
Cryptographic Side-Channel Signaling and Authentication via Fingerprint Embedding
inferred← citeshttps://doi.org/10.1109/tifs.2021.3050599openalex-snapshot
Artificial Noise-Aided MIMO Physical Layer Authentication With Imperfect CSI
inferred← citeshttps://doi.org/10.1109/tifs.2021.3054534openalex-snapshot
Physical-Layer Authentication Using Multiple Channel-Based Features
inferred← citeshttps://doi.org/10.1109/tifs.2022.3219287openalex-snapshot
PAST-AI: Physical-Layer Authentication of Satellite Transmitters via Deep Learning
inferred← citeshttps://doi.org/10.1109/tifs.2023.3263624openalex-snapshot
Physical Layer Authentication Based on Channel Polarization Response in Dual-Polarized Antenna Communication Systems
inferred← citeshttps://doi.org/10.1109/tifs.2023.3266626openalex-snapshot
Toward Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification
inferred← citeshttps://doi.org/10.1109/tifs.2023.3266627openalex-snapshot
A Lightweight Transformer-Based Approach of Specific Emitter Identification for the Automatic Identification System
inferred← citeshttps://doi.org/10.1109/tifs.2023.3290750openalex-snapshot
Exploiting Fine-Grained Channel/Hardware Features for PHY-Layer Authentication in MmWave MIMO Systems
inferred← citeshttps://doi.org/10.1109/tifs.2024.3469820openalex-snapshot
Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning
inferred← citeshttps://doi.org/10.1109/tifs.2025.3598433openalex-snapshot
Reliable PLA With Array Error Features and Two-Beam Transmission in Millimeter-Wave Communication Systems
inferred← citeshttps://doi.org/10.1109/tifs.2026.3675522openalex-snapshot
Analytical and Experimental Validation of Wireless Authentication Through Enhanced RF Fingerprints of Chaotic Antenna Arrays
inferred← citeshttps://doi.org/10.1109/tifs.2026.3675852openalex-snapshot
A Distributed Multi-Agent Deep Reinforcement Learning-Based Anti-Jamming Approach for Mega LEO Constellations
inferred← citeshttps://doi.org/10.1109/tifs.2026.3683183openalex-snapshot
Downlink Control Information Sniffing-Based Smart Jamming and Its Suppression Strategy in 5G NR
inferred← citeshttps://doi.org/10.1109/tifs.2026.3700796openalex-snapshot
An Integrated Framework for Cooperative Transmission and Physical Layer Authentication in Relay-Assisted Wireless Networks
inferred← citeshttps://doi.org/10.1109/tmlcn.2023.3321285openalex-snapshot
Smart Channel State Information Pre-Processing for Authentication and Symmetric Key Distillation
inferred← citeshttps://doi.org/10.1109/tnet.2021.3071670openalex-snapshot
Physical-Layer Authentication in Wirelessly Powered Communication Networks
inferred← citeshttps://doi.org/10.1109/tnsm.2023.3242270openalex-snapshot
Performance Evaluation of a Novel Intrusion Detection System in Next Generation Networks
inferred← citeshttps://doi.org/10.1109/tnsm.2023.3348138openalex-snapshot
A Comprehensive Survey on IRS-Assisted NOMA-Based 6G Wireless Network: Design Perspectives, Challenges and Future Directions
inferred← citeshttps://doi.org/10.1109/trustcom66490.2025.00068openalex-snapshot
Proactive Radio Frequency Fingerprinting-Based Authentication Leverage IQ Perturbation
inferred← citeshttps://doi.org/10.1109/tsipn.2019.2932678openalex-snapshot
Integrating PHY Security Into NDN-IoT Networks By Exploiting MEC: Authentication Efficiency, Robustness, and Accuracy Enhancement
inferred← citeshttps://doi.org/10.1109/tsp49548.2020.9163441openalex-snapshot
Efficient Physical Layer Spoofing Detection with an Autoregressive Model
inferred← citeshttps://doi.org/10.1109/tvt.2020.3020086openalex-snapshot
DCE-Based Secure Transmission for Massive MIMO Relay System Against Active Eavesdropper
inferred← citeshttps://doi.org/10.1109/tvt.2021.3055563openalex-snapshot
Multiple Correlated Attributes Based Physical Layer Authentication in Wireless Networks
inferred← citeshttps://doi.org/10.1109/tvt.2022.3168392openalex-snapshot
Physical Layer Security of Intelligent Reflective Surface Aided NOMA Networks
inferred← citeshttps://doi.org/10.1109/tvt.2023.3244077openalex-snapshot
An Efficient Cross-Layer Authentication Scheme for Secure Communication in Vehicular Ad-Hoc Networks
inferred← citeshttps://doi.org/10.1109/tvt.2025.3550387openalex-snapshot
Secure Beamforming Design for IRS-ISAC Systems With a Hardware-Efficient Hybrid Beamforming Architecture
inferred← citeshttps://doi.org/10.1109/twc.2017.2784431openalex-snapshot
PHY-Layer Authentication With Multiple Landmarks With Reduced Overhead
inferred← citeshttps://doi.org/10.1109/twc.2018.2877610openalex-snapshot
Security-Reliability Tradeoff for Distributed Antenna Systems in Heterogeneous Cellular Networks
inferred← citeshttps://doi.org/10.1109/twc.2022.3190362openalex-snapshot
Physical-Layer Security for Indoor VLC Wiretap Systems Under Multipath Reflections
inferred← citeshttps://doi.org/10.1109/twc.2023.3294988openalex-snapshot
RF Fingerprinting Identification in Low SNR Scenarios for Automatic Identification System
inferred← citeshttps://doi.org/10.1109/twc.2024.3496739openalex-snapshot
Enhancing Physical Layer Authentication in Mobile WiFi Environments Using Sliding Window and Deep Learning
inferred← citeshttps://doi.org/10.1109/twc.2025.3526372openalex-snapshot
Physical-Layer Authentication in the Presence of Cooperative Adversarial Attacks
inferred← citeshttps://doi.org/10.1109/vtc2020-fall49728.2020.9348579openalex-snapshot
Deep Learning-Assisted Detection of PUE and Jamming Attacks in Cognitive Radio Systems
inferred← citeshttps://doi.org/10.1109/vtc2021-spring51267.2021.9448652openalex-snapshot
Mobile Physical-Layer Authentication Using Channel State Information and Conditional Recurrent Neural Networks
inferred← citeshttps://doi.org/10.1109/vtc2022-fall57202.2022.10012703openalex-snapshot
A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning
inferred← citeshttps://doi.org/10.1109/vtc2022-fall57202.2022.10012884openalex-snapshot
Adaptive and Efficient Key Extraction for Fast and Slow Fading Channels in V2V Communications
inferred← citeshttps://doi.org/10.1109/vtc2025-spring65109.2025.11174359openalex-snapshot
Physical Layer Authentication Based on Channel Variance Normalization and Difference Exponential Amplification
inferred← citeshttps://doi.org/10.1109/vtcfall.2017.8288341openalex-snapshot
A PHY-Aided Secure IoT Healthcare System with Collaboration of Social Networks
inferred← citeshttps://doi.org/10.1109/wcnc.2017.7925656openalex-snapshot
On the Performance of the DNPS-Based Relay Networks under Attack by Masquerader
inferred← citeshttps://doi.org/10.1109/wcnc.2019.8885922openalex-snapshot
Wireless User Authentication Based on KLT and Gaussian Mixture Model
inferred← citeshttps://doi.org/10.1109/wcnc.2019.8886054openalex-snapshot
An Area Description Framework for Physical Layer Authentication
inferred← citeshttps://doi.org/10.1109/wcnc45663.2020.9120541openalex-snapshot
Fast Cross Layer Authentication Scheme for Dynamic Wireless Network
inferred← citeshttps://doi.org/10.1109/wcnc51071.2022.9771727openalex-snapshot
Physical Layer Authentication for LEO Satellite Constellations
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