Physical layer security in satellite communication: State‐of‐the‐art and open problems

N Abdelsalam, S Al‐Kuwari, A Erbad - IET Communications, 2025 - Wiley Online Library
Satellite communications have emerged as a promising extension of terrestrial networks in
future 6G network research due to their extensive coverage in remote areas and their ability …

PAST-AI: Physical-layer authentication of satellite transmitters via deep learning

G Oligeri, S Sciancalepore, S Raponi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Physical-layer security is regaining traction in the research community, due to the
performance boost introduced by deep learning classification algorithms. This is particularly …

[PDF][PDF] Semperfi: Anti-spoofing gps receiver for uavs

H Sathaye, G LaMountain, P Closas… - Network and Distributed …, 2022 - par.nsf.gov
It is well-known that GPS is vulnerable to signal spoofing attacks. Although several spoofing
detection techniques exist, they are incapable of mitigation and recovery from stealthy …

Watch this space: Securing satellite communication through resilient transmitter fingerprinting

J Smailes, S Köhler, S Birnbach, M Strohmeier… - Proceedings of the …, 2023 - dl.acm.org
Due to an increase in the availability of cheap off-the-shelf radio hardware, signal spoofing
and replay attacks on satellite ground systems have become more accessible than ever …

Satellite spoofing from a to z: on the requirements of satellite downlink overshadowing attacks

E Salkield, M Szakály, J Smailes, S Köhler… - Proceedings of the 16th …, 2023 - dl.acm.org
Satellite communications are increasingly crucial for telecommunications, navigation, and
Earth observation. However, many widely used satellites do not cryptographically secure the …

3D radio map-based GPS spoofing detection and mitigation for cellular-connected UAVs

Y Dang, A Karakoc, S Norshahida… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the upcoming 5G and beyond wireless communication system, cellular-connected
Unmanned Aerial Vehicles (UAVs) are emerging as a new pattern to give assistance for …

Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning

G Shen, J Zhang, X Wang, S Mao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Radio frequency fingerprint identification (RFFI) is a promising physical layer authentication
technique that utilizes the unique impairments within the analog front-end of transmitters as …

A policy-based solution for the detection of colluding GPS-Spoofing attacks in FANETs

M Bada, DE Boubiche, N Lagraa, CA Kerrache… - … Research Part A: Policy …, 2021 - Elsevier
Abstract Most of Flying Adhoc Networks (FANETs) applications consume GPS based
location information for their services, which are also shared in real-time with other UAVs …

SatPrint: Satellite link fingerprinting

G Oligeri, S Sciancalepore, A Sadighian - Proceedings of the 39th ACM …, 2024 - dl.acm.org
Detecting spoofing attacks on a satellite infrastructure is a challenging task, due to the wide
coverage, the low received power from the satellite beams and finally the opportunistic …

Noise-like features-assisted GNSS spoofing detection based on convolutional autoencoder

X Zhang, Y Huang, Y Tian, M Lin, J An - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The global navigation satellite system (GNSS) is susceptible to spoofing, limiting its uses for
national security. As a solution to this problem, this article modeled the GNSS spoofing …