[PDF][PDF] PCA based components selection criteria for computationally efficient Physical Layer Key Generation (PLKG) system

T Sarsodia, UR Bhatt, R Upadhyay… - International Journal of …, 2023 - journals.pan.pl
Data security is one of the prime concerns in wireless networks. PLKG has been emerging
as an attractive alternative to traditional cryptographic techniques. PLKG is more …

[PDF][PDF] Secret key generation schemes for physical layer security

MS Kumar, R Ramanathan, M Jayakumar… - Defence Science …, 2021 - core.ac.uk
Physical layer security (PLS) has evolved to be a pivotal technique in ensuring secure
wireless communication. This paper presents a comprehensive analysis of the recent …

Physical layer secure key generation with nonlinear preprocessing of RSS for power constraint wireless networks

R Sharma, R Upadhyay - International Journal of …, 2021 - Wiley Online Library
There has been growing attention in physical layer security (PLS) techniques for wireless
networks. PLS techniques are based on physical layer characteristics and are less …

Hybrid KuFaI: A novel secure key generation algorithm using fast independent component analysis for physical layer security techniques

T Sarsodia, UR Bhatt, R Upadhyay, V Bhat - Security and Privacy - Wiley Online Library
Many real‐world applications, such as smart cities, industrial automation, health care, and
so forth, utilize IoT‐enabled devices as a part of wireless networks. IoT devices must have …

Comparative simulation for physical layer key generation methods

A Saad, A Mohamed, TM Elfouly… - 2015 International …, 2015 - ieeexplore.ieee.org
The paper cogitates about a comparative simulation for various distillation, reconciliation,
and privacy amplification techniques that are used to generate secure symmetric physical …

Physical layer key generation method based on SVD pre-processing

Z Liu, M Guo, Y Ju - Journal of Cyber Security and …, 2022 - journals.riverpublishers.com
Environmental factors such as channel noise and hardware fingerprints affect the encryption
effect of physical layer key generation techniques, resulting in low consistency of generated …

Low complexity preprocessing approach for wireless physical layer secret key extraction based on PCA

A Soni, R Upadhyay, A Kumar - Wireless Personal Communications, 2022 - Springer
Achieving communication security, along with high computational efficiency, is one of the
challenging issues in the advancement of modern resource constraint wireless networks …

Comparative Analysis of Quantization Schemes for Physical Layer Key generation

S Kadam, J Gomes - … Conference on Advances in Science and …, 2022 - ieeexplore.ieee.org
Wireless networks get subjected to the different attacks because of it's open nature.
Eavesdropping attack, which occurs at the Physical layer of the OSI model, has a great …

Wireless physical layer key generation with improved bit disagreement for the internet of things using moving window averaging

A Soni, R Upadhyay, A Kumar - Physical Communication, 2019 - Elsevier
Achieving information security in the Internet of things (IoT) by means of physical layer key
generation is an open research area. In the key generation, the secret key is generated …

[PDF][PDF] MACHINE LEARNING BASED PHYSICAL LAYER KEY GENERATION APPROACH FOR INTERNET OF THINGS.

R Shahabade, M Zuber - MACHINE LEARNING, 2023 - machineintelligenceresearchs.com
The communication device on the internet of things has limited resources such as bandwidth
and memory. The limitation of resources cannot afford the computational cost of classical …