A new frontier for IoT security emerging from three decades of key generation relying on wireless channels

J Zhang, G Li, A Marshall, A Hu, L Hanzo - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) is a transformative technology, which is revolutionizing our
everyday life by connecting everyone and everything together. The massive number of …

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

G Li, C Sun, J Zhang, E Jorswieck, B **ao, 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 …

Contour stella image and deep learning for signal recognition in the physical layer

Y Lin, Y Tu, Z Dou, L Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The rapid development of communication systems poses unprecedented challenges, eg,
handling exploding wireless signals in a real-time and fine-grained manner. Recent …

Generative AI for secure physical layer communications: A survey

C Zhao, H Du, D Niyato, J Kang, Z **ong… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Generative Artificial Intelligence (GAI) stands at the forefront of AI innovation, demonstrating
rapid advancement and unparalleled proficiency in generating diverse content. Beyond …

On maximizing the sum secret key rate for reconfigurable intelligent surface-assisted multiuser systems

G Li, C Sun, W Xu, M Di Renzo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Channel reciprocity-based key generation (CRKG) has recently emerged as a new
technique to address the problem of key distribution in wireless networks. However, as this …

Deep-learning-based physical-layer secret key generation for FDD systems

X Zhang, G Li, J Zhang, A Hu, Z Hou… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Physical-layer key generation (PKG) establishes cryptographic keys from highly correlated
measurements of wireless channels, which relies on reciprocal channel characteristics …

Encrypting wireless communications on the fly using one-time pad and key generation

G Li, Z Zhang, J Zhang, A Hu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The one-time pad (OTP) secure transmission relies on the random keys to achieve perfect
secrecy, while the unpredictable wireless channel is shown to be a good random source …

Analysis of smallholders' livelihood vulnerability to drought across agroecology and farm typology in the upper awash sub-basin, Ethiopia

H Maru, A Haileslassie, T Zeleke, B Esayas - Sustainability, 2021 - mdpi.com
Assessing the magnitude of smallholder farmers' livelihood vulnerability to drought is an
initial step in identifying the causal factors and proposing interventions that mitigate the …

Sum secret key rate maximization for TDD multi-user massive MIMO wireless networks

G Li, C Sun, EA Jorswieck, J Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Physical-layer key generation (PKG) based on channel reciprocity has recently emerged as
a new technique to establish secret keys between devices. Most works focus on pairwise …

Fast and secure key generation with channel obfuscation in slowly varying environments

G Li, H Yang, J Zhang, H Liu… - IEEE INFOCOM 2022-IEEE …, 2022 - ieeexplore.ieee.org
Physical-layer secret key generation has emerged as a promising solution for establishing
cryptographic keys by leveraging reciprocal and time-varying wireless channels. However …