Hi-SAM: A high-scalable authentication model for satellite-ground Zero-Trust system using mean field game

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Bibliographic Details
Main Authors:	Wu, Xuesong, Zheng, Tianshuai, Wu, Runfang, Ren, Jie, Guo, Junyan, Du, Ye
Format:	Preprint
Published:	2024
Subjects:	Systems and Control Computers and Society Computer Science and Game Theory Networking and Internet Architecture
Online Access:	Acceder al recurso
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author	Wu, Xuesong Zheng, Tianshuai Wu, Runfang Ren, Jie Guo, Junyan Du, Ye
author_facet	Wu, Xuesong Zheng, Tianshuai Wu, Runfang Ren, Jie Guo, Junyan Du, Ye
contents	As more and more Internet of Thing (IoT) devices are connected to satellite networks, the Zero-Trust Architecture brings dynamic security to the satellite-ground system, while frequent authentication creates challenges for system availability. To make the system's accommodate more IoT devices, this paper proposes a high-scalable authentication model (Hi-SAM). Hi-SAM introduces the Proof-of-Work idea to authentication, which allows device to obtain the network resource based on frequency. To optimize the frequency, mean field game is used for competition among devices, which can reduce the decision space of large-scale population games. And a dynamic time-range message authentication code is designed for security. From the test at large population scales, Hi-SAM is superior in the optimization of authentication workload and the anomaly detection efficiency.
format	Preprint
id	arxiv_https___arxiv_org_abs_2408_06185
institution	arXiv
publishDate	2024
record_format	arxiv
spellingShingle	Hi-SAM: A high-scalable authentication model for satellite-ground Zero-Trust system using mean field game Wu, Xuesong Zheng, Tianshuai Wu, Runfang Ren, Jie Guo, Junyan Du, Ye Systems and Control Computers and Society Computer Science and Game Theory Networking and Internet Architecture As more and more Internet of Thing (IoT) devices are connected to satellite networks, the Zero-Trust Architecture brings dynamic security to the satellite-ground system, while frequent authentication creates challenges for system availability. To make the system's accommodate more IoT devices, this paper proposes a high-scalable authentication model (Hi-SAM). Hi-SAM introduces the Proof-of-Work idea to authentication, which allows device to obtain the network resource based on frequency. To optimize the frequency, mean field game is used for competition among devices, which can reduce the decision space of large-scale population games. And a dynamic time-range message authentication code is designed for security. From the test at large population scales, Hi-SAM is superior in the optimization of authentication workload and the anomaly detection efficiency.
title	Hi-SAM: A high-scalable authentication model for satellite-ground Zero-Trust system using mean field game
topic	Systems and Control Computers and Society Computer Science and Game Theory Networking and Internet Architecture
url	https://arxiv.org/abs/2408.06185

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