Related references
Note: Only part of the references are listed.Multiuser physical layer security mechanism in the wireless communication system of the IIOT
Ruizhong Du et al.
COMPUTERS & SECURITY (2022)
A Survey of Physical Layer Techniques for Secure Wireless Communications in Industry
Pablo Angueira et al.
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2022)
Automated Labeling and Learning for Physical Layer Authentication Against Clone Node and Sybil Attacks in Industrial Wireless Edge Networks
Songlin Chen et al.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2021)
Radio Identity Verification-Based IoT Security Using RF-DNA Fingerprints and SVM
Donald Reising et al.
IEEE INTERNET OF THINGS JOURNAL (2021)
A physical layer authentication mechanism for IoT devices
Xinglu Li et al.
China Communications (2021)
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning
Guanxiong Shen et al.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (2021)
Machine learning-based physical layer security: techniques, open challenges, and applications
Anil Kumar Kamboj et al.
WIRELESS NETWORKS (2021)
Physical Layer Authentication with Cooperative Wireless Communications and Machine Learning
Linda Senigagliesi et al.
2021 IEEE LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (LATINCOM 2021) (2021)
Wi-SUN Device Authentication using Physical Layer Fingerprint
Mi-Kyung Oh et al.
12TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC 2021): BEYOND THE PANDEMIC ERA WITH ICT CONVERGENCE INNOVATION (2021)
Penetrating RF Fingerprinting-based Authentication with a Generative Adversarial Attack
Samurdhi Karunaratne et al.
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021) (2021)
Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN
Guanxiong Shen et al.
IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2021) (2021)
Physical-Layer Security in 6G Networks
Lorenzo Mucchi et al.
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY (2021)
A LSTM-Based Channel Fingerprinting Method for Intrusion Detection
Ting Ma et al.
2021 IEEE 5TH INTERNATIONAL CONFERENCE ON CRYPTOGRAPHY, SECURITY AND PRIVACY (ICCSP) (2021)
Deep-Learning-Aided RF Fingerprinting for NFC Security
Woongsup Lee et al.
IEEE COMMUNICATIONS MAGAZINE (2021)
A Survey of Physical-Layer Authentication in Wireless Communications
Ning Xie et al.
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2021)
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
Laith Alzubaidi et al.
JOURNAL OF BIG DATA (2021)
Physical Layer Security: Detection of Active Eavesdropping Attacks by Support Vector Machines
Tiep M. Hoang et al.
IEEE ACCESS (2021)
Injecting Reliable Radio Frequency Fingerprints Using Metasurface for the Internet of Things
Sekhar Rajendran et al.
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2021)
An Identity Authentication Method of a MIoT Device Based on Radio Frequency (RF) Fingerprint Technology
Qiao Tian et al.
SENSORS (2020)
Deep Learning-Based Cooperative Automatic Modulation Classification Method for MIMO Systems
Yu Wang et al.
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2020)
Multiuser Physical Layer Authentication in Internet of Things With Data Augmentation
Run-Fa Liao et al.
IEEE INTERNET OF THINGS JOURNAL (2020)
RFAL: Adversarial Learning for RF Transmitter Identification and Classification
Debashri Roy et al.
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING (2020)
Research on Fingerprint Identification of Wireless Devices Based on Information Fusion
Qiao Tian et al.
MOBILE NETWORKS & APPLICATIONS (2020)
Automated Radar Signal Analysis Based on Deep Learning
Ruchi Bagwe et al.
2020 10TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC) (2020)
Physical Layer Authentication for 5G Communications: Opportunities and Road Ahead
Ning Wang et al.
IEEE NETWORK (2020)
Radar Emitter Signal Recognition Based on One-Dimensional Convolutional Neural Network with Attention Mechanism
Bin Wu et al.
SENSORS (2020)
An area based physical layer authentication framework to detect spoofing attacks
Na Li et al.
SCIENCE CHINA-INFORMATION SCIENCES (2020)
Dive Into Deep Learning Based Automatic Modulation Classification: A Disentangled Approach
Xiaolei Shang et al.
IEEE ACCESS (2020)
Adversarial Transfer Learning for Deep Learning Based Automatic Modulation Classification
Ke Bu et al.
IEEE SIGNAL PROCESSING LETTERS (2020)
A Learning Approach for Physical Layer Authentication Using Adaptive Neural Network
Xiaoying Qiu et al.
IEEE ACCESS (2020)
y Specific Emitter Identification Techniques for the Internet of Things
Kejin Sa et al.
IEEE ACCESS (2020)
A deep learning method based on convolutional neural network for automatic modulation classification of wireless signals
Yu Xu et al.
WIRELESS NETWORKS (2019)
RF-PUF: Enhancing IoT Security Through Authentication of Wireless Nodes Using In-Situ Machine Learning
Baibhab Chatterjee et al.
IEEE INTERNET OF THINGS JOURNAL (2019)
Design of a Hybrid RF Fingerprint Extraction and Device Classification Scheme
Linning Peng et al.
IEEE INTERNET OF THINGS JOURNAL (2019)
A Survey on Deep Learning Techniques in Wireless Signal Recognition
Xiaofan Li et al.
WIRELESS COMMUNICATIONS & MOBILE COMPUTING (2019)
Deep-Learning-Based Physical Layer Authentication for Industrial Wireless Sensor Networks
Run-Fa Liao et al.
SENSORS (2019)
WiFi Sensing with Channel State Information: A Survey
Yongsen Ma et al.
ACM COMPUTING SURVEYS (2019)
Identification and authentication for wireless transmission security based on RF-DNA fingerprint
Xueli Wang et al.
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2019)
Physical Layer Security for the Internet of Things: Authentication and Key Generation
Junqing Zhang et al.
IEEE WIRELESS COMMUNICATIONS (2019)
New Security Mechanisms of High-Reliability IoT Communication Based on Radio Frequency Fingerprint
Qiao Tian et al.
IEEE INTERNET OF THINGS JOURNAL (2019)
Physical-Layer Security of 5G Wireless Networks for IoT: Challenges and Opportunities
Ning Wang et al.
IEEE INTERNET OF THINGS JOURNAL (2019)
Threshold-Free Physical Layer Authentication Based on Machine Learning for Industrial Wireless CPS
Fei Pan et al.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2019)
Radar Specific Emitter Recognition Based on DBN Feature Extraction
Xiaoxuan Dong et al.
2018 INTERNATIONAL SEMINAR ON COMPUTER SCIENCE AND ENGINEERING TECHNOLOGY (SCSET 2018) (2019)
Improving Wireless Network Security Based On Radio Fingerprinting
Yun Lin et al.
2019 COMPANION OF THE 19TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY (QRS-C 2019) (2019)
A Survey of Optimization Approaches for Wireless Physical Layer Security
Dong Wang et al.
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2019)
Deep Neural Networks for CSI-Based Authentication
Qian Wang et al.
IEEE ACCESS (2019)
Machine Learning-based Physical Layer Authentication using Neighborhood Component Analysis in MIMO Wireless Communications
Jiseok Yoon et al.
2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE (2019)
An Unknown Radar Emitter Identification Method Based on Semi-Supervised and Transfer Learning
Yuntian Feng et al.
ALGORITHMS (2019)
Specific Emitter Identification Using Convolutional Neural Network-Based IQ Imbalance Estimators
Lauren J. Wong et al.
IEEE ACCESS (2019)
Physical layer authentication of Internet of Things wireless devices using convolutional neural networks and recurrence plots
Gianmarco Baldini et al.
INTERNET TECHNOLOGY LETTERS (2019)
A Survey of Physical Layer Security Techniques for 5G Wireless Networks and Challenges Ahead
Yongpeng Wu et al.
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (2018)
Authenticating Users Through Fine-Grained Channel Information
Hongbo Liu et al.
IEEE TRANSACTIONS ON MOBILE COMPUTING (2018)
A Review of Physical Layer Security Techniques for Internet of Things: Challenges and Solutions
Li Sun et al.
ENTROPY (2018)
Physical-Layer Channel Authentication for 5G via Machine Learning Algorithm
Songlin Chen et al.
WIRELESS COMMUNICATIONS & MOBILE COMPUTING (2018)
Physical Layer Security for Next Generation Wireless Networks: Theories, Technologies, and Challenges
Yiliang Liu et al.
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2017)
Radio Frequency Fingerprint Extraction of Radio Emitter Based on I/Q Imbalance
Fei Zhuo et al.
ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY (2017)
Deep Learning for Wireless Physical Layer: Opportunities and Challenges
Tianqi Wang et al.
CHINA COMMUNICATIONS (2017)
Physical-layer authentication for wireless security enhancement: current challenges and future developments
Xianbin Wang et al.
IEEE COMMUNICATIONS MAGAZINE (2016)
PHY-Layer Spoofing Detection With Reinforcement Learning in Wireless Networks
Liang Xiao et al.
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2016)
A Survey on Wireless Security: Technical Challenges, Recent Advances, and Future Trends
Yulong Zou et al.
PROCEEDINGS OF THE IEEE (2016)
Physical Layer Security in Wireless Cooperative Relay Networks: State of the Art and Beyond
Leonardo Jimenez Rodriguez et al.
IEEE COMMUNICATIONS MAGAZINE (2015)
Safeguarding 5G Wireless Communication Networks Using Physical Layer Security
Nan Yang et al.
IEEE COMMUNICATIONS MAGAZINE (2015)
Wireless Physical-Layer Security: Lessons Learned From Information Theory
Aylin Yener et al.
PROCEEDINGS OF THE IEEE (2015)
On Physical Layer Security for Cognitive Radio Networks
Zhihui Shu et al.
IEEE NETWORK (2013)