Balancing QoS and security in the edge: Existing practices, challenges, and 6G opportunities with machine learning

ZM Fadlullah, B Mao, N Kato - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
While the emerging 6G networks are anticipated to meet the high-end service quality
demands of the mobile edge users in terms of data rate and delay satisfaction, new attack …

Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

Context-aware security for 6G wireless: The role of physical layer security

A Chorti, AN Barreto, S Köpsell, M Zoli… - IEEE …, 2022 - ieeexplore.ieee.org
Sixth generation systems are expected to face new security challenges, while opening up
new frontiers toward context awareness in the wireless edge. The workhorse behind this …

Joint communication and radar sensing: RF hardware opportunities and challenges—A circuits and systems perspective

P Sen, A Harutyunyan, M Umar, S Kamal - Sensors, 2023 - mdpi.com
This paper focuses on the topic of joint communication and radar sensing (JCRS) and its
applications in the scope of upcoming sixth-generation (6G) technology. While the fifth …

Secret key generation rates over frequency selective channels

M Mitev, AN Barreto, TM Pham… - 2022 IEEE 95th …, 2022 - ieeexplore.ieee.org
The emergence of Internet of things (IoT) applications brings the challenge of finding
lightweight schemes for secret key distribution. A promising solution coming from the …

Protecting physical layer secret key generation from active attacks

M Mitev, A Chorti, EV Belmega, HV Poor - Entropy, 2021 - mdpi.com
Lightweight session key agreement schemes are expected to play a central role in building
Internet of things (IoT) security in sixth-generation (6G) networks. A well-established …

Deep Learning‐Based Channel Reciprocity Learning for Physical Layer Secret Key Generation

H He, Y Chen, X Huang, M Xing, Y Li… - Security and …, 2022 - Wiley Online Library
Using the physical layer channel information of wireless devices to establish the highly
consistent secret keys is a promising technology for improving the security of wireless …

Joint secure communication and sensing in 6G networks

M Mitev, A Mayya, A Chorti - arXiv preprint arXiv:2310.14624, 2023 - arxiv.org
Joint communication and sensing is expected to be one of the features introduced by the
sixth-generation (6G) wireless systems. This will enable a huge variety of new applications …

Physical layer security-from theory to practice

M Mitev, TM Pham, A Chorti… - IEEE BITS the …, 2023 - ieeexplore.ieee.org
In this article we present the evolutionary journey of physical layer security (PLS), starting
from its theoretical foundations in wiretap coding and secret key generation followed by to …

Filterbank secret key generation rates in multipath channels

M Mitev, AN Barreto, TM Pham… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
The sixth generation of wireless networks (6G) is expected to support the deployment of
Internet of things (IoT) devices in massive scales. Finding lightweight and decentralized …