A Blockchain-Enabled Secure and Decentralized ADS-B System for Intelligent Vehicles With Robust Authentication

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2025-03-03 DOI:10.1109/TVT.2025.3546947
Chong Yao;Xuejun Zhang;Yizhong Liu;Boyu Zhao;Prayag Tiwari;Neeraj Kumar
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Abstract

As the next-generation air traffic surveillance technology, the Automatic Dependent Surveillance-Broadcast (ADS-B) system plays a critical role in broadcast communication for intelligent vehicles such as autonomous aerial vehicles and aircraft. However, the unauthenticated channels expose the ADS-B system to a high risk of attacks. Besides, the centralization of intelligent vehicles management center is susceptible to single point failures and performance bottlenecks. In this paper, we propose a robust and distributed intelligent vehicles management architecture leveraging blockchain technology to resolve security and performance issues lying in the registration, update, and revocation of intelligent vehicles' identity public keys. Then, we leverage certificate-less short signature (CLSS) to achieve the dynamic identity verification of ADS-B system participants while ensuring message integrity, non-repudiation, and compatibility with low-data-bit message packets. Furthermore, to enhance intelligent vehicles transaction process efficiency within the proposed architecture, we develop an Verifiable Random Function-based Byzantine Fault Tolerance protocol (VRBFT) combining threshold signatures. Finally, through a comprehensive security analysis and feasibility assessment, the results indicate that authentication requires less than 30 ms, block generation occurs within 200 ms, and the system exhibits high throughput and low latency. These findings demonstrate that our solution significantly enhances the security of the ADS-B system and offers a practical and promising approach for real-time, large-scale intelligent vehicle management.
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基于区块链的安全去中心化智能车辆ADS-B系统
ADS-B (Automatic Dependent surveillance - broadcast)系统作为下一代空中交通监控技术,在自动驾驶飞行器和飞机等智能交通工具的广播通信中起着至关重要的作用。但是,未经身份验证的通道使ADS-B系统面临很高的攻击风险。此外,智能汽车管理中心的集中化容易出现单点故障和性能瓶颈。在本文中,我们提出了一个健壮的分布式智能车辆管理架构,利用区块链技术来解决智能车辆身份公钥的注册、更新和撤销中的安全和性能问题。然后,我们利用无证书短签名(CLSS)来实现ADS-B系统参与者的动态身份验证,同时确保消息完整性、不可否认性以及与低数据位消息数据包的兼容性。此外,为了在提出的架构内提高智能车辆事务处理效率,我们开发了一种结合阈值签名的基于可验证随机函数的拜占庭容错协议(VRBFT)。最后,通过全面的安全性分析和可行性评估,结果表明认证所需时间小于30 ms,块生成时间在200 ms内,系统具有高吞吐量和低延迟。这些研究结果表明,我们的解决方案显著提高了ADS-B系统的安全性,为实时、大规模智能车辆管理提供了一种实用而有前途的方法。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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