AI-Based Physical Layer Key Generation in Wireless Communications: Current Advances, Open Challenges, and Future Directions

J Li, Y Yang, Z Yan - IEEE Wireless Communications, 2024 - ieeexplore.ieee.org
Physical layer secret key generation (PHYSKG) is a promising technology to provide
lightweight and information-theoretically secure key sharing. It has been widely studied in …

RSS-AoA-based physical layer secret key generation for mobile wireless nodes

X Shang, A Liu, H Yin, Y Wang… - Journal of Physics …, 2019 - iopscience.iop.org
For the future Internet of Things (IoT) with ubiquitous wireless connectivity, the physical layer
secret key (PLSK) scheme has been recognized as an effective and lightweight way to …

Reconfigurable intelligent surface for physical layer key generation: Constructive or destructive?

G Li, L Hu, P Staat, H Elders-Boll… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Physical layer key generation (PKG) is a promising means to provide on-the-fly shared
secret keys by exploiting the intrinsic randomness of the radio channel. However, the …

Dynamic bayesian network based security analysis for physical layer key extraction

X Huang, N Ansari, S Huang… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is envisioned to expand Internet connectivity of the physical world,
and the mobile edge cloud can be leveraged to enhance the resource-constrained IoT …

Efficient secret key generation scheme of physical layer security communication in ubiquitous wireless networks

H Xiong, G Wang, J Ding, W Zhu, H Xu… - IET …, 2021 - Wiley Online Library
This paper focuses on high efficiency secret key generation mechanism of physical‐layer
communication over fading channels in ubiquitous wireless networks. The secret key rate …

Secret key generation exploiting channel characteristics in wireless communications

K Ren, H Su, Q Wang - IEEE Wireless Communications, 2011 - ieeexplore.ieee.org
Due to the broadcast nature of wireless channels, wireless communication is vulnerable to
eavesdropping, message modification, and node impersonation. Securing the wireless …

Physical layer key generation in 5G and beyond wireless communications: Challenges and opportunities

G Li, C Sun, J Zhang, E Jorswieck, B Xiao, A Hu - Entropy, 2019 - mdpi.com
The fifth generation (5G) and beyond wireless communications will transform many exciting
applications and trigger massive data connections with private, confidential, and sensitive …

Dimensionality reduction in wireless physical layer key generation

A Soni, R Upadhyay, A Kumar - 2019 IEEE 16th India Council …, 2019 - ieeexplore.ieee.org
Achieving security in the wireless networks by extracting secure bits using physical layer key
generation is one of the emerging ideas. However, for the networks with the resource …

Hardware-impaired PHY secret key generation with man-in-the-middle adversaries

M Letafati, H Behroozi, BH Khalaj… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
In this letter, we examine the PHY layer secret key generation (PHY-SKG) scheme in the
presence of man-in-the-middle (MiM) adversary, while legitimate parties suffer from …

On quantization for secret key generation from wireless channel samples

M Adil, S Wyne, SJ Nawaz - IEEE Access, 2021 - ieeexplore.ieee.org
Physical layer security (PLS) techniques hold promise for augmenting secure
communications in the 5 th generation of mobile wireless networks. Secret key generation …