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

计算机科学 计算机网络 报文认证码 签名(拓扑) 认证(法律) 网络数据包 块链 计算机安全 密码学 数学 几何学
作者
Chong Yao,Xuejun Zhang,Yizhong Liu,Boyu Zhao,Qianhong Wu,Willy Susilo
出处
期刊:IEEE Internet of Things Journal [Institute of Electrical and Electronics Engineers]
卷期号:12 (8): 10574-10588 被引量:9
标识
DOI:10.1109/jiot.2024.3511627
摘要

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.
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