Deep learning based physical layer security for terrestrial communications in 5G and beyond networks: A survey
The key principle of physical layer security (PLS) is to permit the secure transmission of
confidential data using efficient signal-processing techniques. Also, deep learning (DL) has …
confidential data using efficient signal-processing techniques. Also, deep learning (DL) has …
Physical layer security for beyond 5G/6G networks: Emerging technologies and future directions
Physical layer security (PLS) has proven to be a potential solution for enhancing the security
performance of future 5G networks, which promises to fulfill the demands of increasing user …
performance of future 5G networks, which promises to fulfill the demands of increasing user …
[HTML][HTML] Machine learning-based physical layer security: techniques, open challenges, and applications
Wireless physical layer security (WPLS) is a powerful technology for current and emerging
mobile networks. Physical layer authentication (PLA), antenna selection (AS), and relay …
mobile networks. Physical layer authentication (PLA), antenna selection (AS), and relay …
Physical layer security with its applications in 5G networks: A review
5G network is expected to support massive user connections and exponentially increasing
wireless services, which makes network security unprecedentedly important. Unlike …
wireless services, which makes network security unprecedentedly important. Unlike …
Towards a unified framework for physical layer security in 5G and beyond networks
Wireless systems have become an increasingly pivotal part of our lives. Various critical
applications and use cases such as healthcare, financial transactions, e-commerce …
applications and use cases such as healthcare, financial transactions, e-commerce …
A survey of deep learning techniques for cybersecurity in mobile networks
The widespread use of mobile devices, as well as the increasing popularity of mobile
services has raised serious cybersecurity challenges. In the last years, the number of …
services has raised serious cybersecurity challenges. In the last years, the number of …
Safeguarding 5G-and-beyond networks with physical layer security
The eight articles in this special section provide the latest survey of physical layer security
research on various promising techniques for 5G era and beyond networks. The number of …
research on various promising techniques for 5G era and beyond networks. The number of …
End-to-end learning of secure wireless communications: confidential transmission and authentication
Z Sun, H Wu, C Zhao, G Yue - IEEE Wireless Communications, 2020 - ieeexplore.ieee.org
Aiming to provide more efficient and robust physical layer security strategies for wireless
communications, this article investigates the endogenous security of end-to-end learning of …
communications, this article investigates the endogenous security of end-to-end learning of …
Reinforcement learning-based physical cross-layer security and privacy in 6G
Sixth-generation (6G) cellular systems will have an inherent vulnerability to physical (PHY)-
layer attacks and privacy leakage, due to the large-scale heterogeneous networks with …
layer attacks and privacy leakage, due to the large-scale heterogeneous networks with …
A survey on OFDM physical layer security
Abstract Physical Layer Security (PLS) is an emerging paradigm employed to enhance
wireless network security without relying on higher-layer encryption techniques. PLS …
wireless network security without relying on higher-layer encryption techniques. PLS …