Blockchain-Based Secure and Efficient ADS-B Authentication via Certificateless Signature With Packet Loss Tolerance

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Chong Yao;Xuejun Zhang;Yizhong Liu;Boyu Zhao;Qianhong Wu;Willy Susilo
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引用次数: 0

Abstract

The automatic dependent surveillance broadcast (ADS-B) system is a critical surveillance technology in air traffic management (ATM), essential for enhancing aviation safety and operational efficiency. However, ADS-B broadcasts plaintext messages over open channels without authentication mechanisms, and is constrained by message length limitations and low bandwidth, making it susceptible to various attacks, including deception, tampering, and replay. To address these challenges, we propose a secure and lightweight blockchain-integrated certificateless signature scheme (ECB-CLS) tailored for ADS-B systems with packet resilience. Specifically, we introduce an efficient signature verification algorithm based on elliptic curve cryptography (ECC) that supports batch verification without the need for certificate management, complex bilinear pairing, or hash-to-point calculations, significantly reducing computational overhead. Furthermore, our scheme leverages blockchain to ensure the decentralization and traceability of massive public keys and provides provable security against Type I and Type II adversary attacks. To address packet loss in practical environments, we incorporate both standard and enhanced Reed-Solomon (RS) coding to recover lost data. Experimental evaluations demonstrate that our blockchain-integrated ECB-CLS scheme offers substantial advantages in computational efficiency and signature length compared to existing methods, while also showing that RS coding introduces low-performance overhead. This makes our solution highly suitable for resource-constrained ADS-B systems.
基于区块链的安全高效ADS-B认证:无证书签名和丢包容忍
自动相关监视广播(ADS-B)系统是空中交通管理(ATM)中的一项关键监视技术,对提高航空安全和运行效率至关重要。然而,ADS-B在没有身份验证机制的开放通道上广播明文消息,并且受到消息长度限制和低带宽的限制,使其容易受到各种攻击,包括欺骗、篡改和重放。为了应对这些挑战,我们提出了一种安全轻量级的区块链集成无证书签名方案(ECB-CLS),专为具有数据包弹性的ADS-B系统量身定制。具体来说,我们介绍了一种基于椭圆曲线密码学(ECC)的高效签名验证算法,该算法支持批量验证,而不需要证书管理、复杂的双线性配对或哈希对点计算,大大降低了计算开销。此外,我们的方案利用区块链来确保大量公钥的去中心化和可追溯性,并提供针对I型和II型对手攻击的可证明安全性。为了解决实际环境中的数据包丢失问题,我们结合了标准和增强的Reed-Solomon (RS)编码来恢复丢失的数据。实验评估表明,与现有方法相比,我们的区块链集成ECB-CLS方案在计算效率和签名长度方面具有实质性优势,同时也表明RS编码引入了低性能开销。这使得我们的解决方案非常适合资源受限的ADS-B系统。
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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