利用可视化加密技术进行无人机网络验证通信

IF 4.1 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Standards & Interfaces Pub Date : 2024-08-18 DOI:10.1016/j.csi.2024.103918
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引用次数: 0

摘要

利用无人飞行器(UAV)来支持 V2X 要求,可充分利用其多功能性和视距通信。我们之前的工作探索了一种用于资源优化的多代理学习方法,在保持服务质量的同时最大限度地卸载任务。本文重点关注无人机通信安全,尤其是身份验证。由于无人机的局限性,传统方法往往不适用。我们为单个地面控制站(GCS)与多架无人机在飞行会话中的交互提出了一种新型认证机制。该系统利用基于混沌图的密钥生成方法,为每个预定义的飞行计划创建唯一的飞行会话密钥。这些密钥与飞行计划一起注册到安全数据库中。在飞行过程中,GCS 通过使用飞行会话密钥和相应的飞行计划来验证无人机身份。与传统的证书交换和非对称加密技术相比,这种方法减少了计算和通信开销,而传统的证书交换和非对称加密技术对无人机来说是能源密集型的。虽然这不是一个全面的安全解决方案,但这种方法为无人机网络提供了一个初始保护层。
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Authentication communication by using visualization cryptography for UAV networks

Utilizing unmanned aerial vehicles (UAVs) to support V2X requirements leverages their versatility and line-of-sight communication. Our prior work explored a multi-agent learning approach for resource optimization, maximizing task offloading while maintaining QoS. This paper focuses on securing UAV communication, particularly authentication. Traditional methods are often unsuitable due to UAV limitations. We propose a novel authentication mechanism for a single ground control station (GCS) interacting with multiple UAVs across flight sessions. The system utilizes a key generation method based on chaotic maps to create unique flight session keys for each pre-defined flight plan. These keys, along with flight plans, are registered in a secure database. During flight, the GCS verifies UAV identity by employing the flight session key and corresponding flight plan for message authentication. This approach reduces computational and communication overhead compared to traditional certificate exchanges and asymmetric cryptography, which are energy-intensive for UAVs. While not a comprehensive security solution, this method provides an initial layer of protection for the UAV network.

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来源期刊
Computer Standards & Interfaces
Computer Standards & Interfaces 工程技术-计算机:软件工程
CiteScore
11.90
自引率
16.00%
发文量
67
审稿时长
6 months
期刊介绍: The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking. Computer Standards & Interfaces is an international journal dealing specifically with these topics. The journal • Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels • Publishes critical comments on standards and standards activities • Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods • Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts • Stimulates relevant research by providing a specialised refereed medium.
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