Deep-reinforcement-learning-driven secrecy design for intelligent-reflecting-surface-based 6g-iot networks

R Saleem, W Ni, M Ikram… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The sixth-generation (6G) wireless communication has called for higher bandwidth and
massive connectivity of Internet of Things (IoT) devices. The increased connectivity also …

Truly intelligent reflecting surface-aided secure communication using deep learning

Y Song, MRA Khandaker, F Tariq… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
This paper considers machine learning for physical layer security design for communication
in a challenging wireless environment. The radio environment is assumed to be …

Intelligent mixed reflecting/relaying surface-aided secure wireless communications

S Zhang, H Gao, Y Su, J Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
For intelligent reflecting surface (IRS)-aided networks, it is known that high network
performance requires a large surface of IRS due to multiple path losses. Moreover, if a …

Secrecy energy efficiency maximization for distributed intelligent-reflecting-surface-assisted MISO secure communications

H Song, H Wen, J Tang, PH Ho… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
This article investigates energy-efficient secure communication design with the help of
multiple phase-adjustable intelligent reflecting surfaces (IRSs). By creating desirable …

Reconfigurable intelligent surface for physical layer security in 6G-IoT: Designs, issues, and advances

W Khalid, MAU Rehman, T Van Chien… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) networks pose substantial security risks because confidential
information is transmitted over wireless channels with a broadcast nature, and various attack …

Physical layer security for Internet of Things via reconfigurable intelligent surface

DT Do, AT Le, NDX Ha, NN Dao - Future Generation Computer Systems, 2022 - Elsevier
Security countermeasures are considered one of the major concerns in the emerging
Internet of Things (IoT) paradigm to guarantee an efficient network operation. To investigate …

Robust secrecy via aerial reflection and jamming: Joint optimization of deployment and transmission

X Tang, H He, L Dong, L Li, Q Du… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) are recognized with great potential to strengthen
wireless security, yet the performance gain largely depends on the deployment location of …

Deep reinforcement learning-based intelligent reflecting surface for secure wireless communications

H Yang, Z Xiong, J Zhao, D Niyato… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we study an intelligent reflecting surface (IRS)-aided wireless secure
communication system, where an IRS is deployed to adjust its reflecting elements to secure …

Secure transmission by leveraging multiple intelligent reflecting surfaces in MISO systems

J Li, L Zhang, K Xue, Y Fang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recent advance of Intelligent Reflecting Surface (IRS) introduces a new dimension for
secure communications by reconfiguring the transmission environments. In this paper, we …

Joint beamforming design for secure RIS-assisted IoT networks

H Niu, Z Lin, Z Chu, Z Zhu, P Xiao… - IEEE internet of …, 2022 - ieeexplore.ieee.org
This article studies secure communication in an Internet of Things (IoT) network, where the
confidential signal is sent by an active refracting reconfigurable intelligent surface (RIS) …