DIVA: A DID-based reputation system for secure transmission in VANETs using IOTA

计算机科学 声誉 车载自组网 计算机安全 智能交通系统 标识符 背景(考古学) 计算机网络 无线自组网 电信 运输工程 无线 生物 社会科学 古生物学 社会学 工程类
作者
Angelo Feraudo,Nicolò Romandini,Carlo Mazzocca,Rebecca Montanari,Paolo Bellavista
出处
期刊:Computer Networks [Elsevier]
卷期号:244: 110332-110332 被引量:2
标识
DOI:10.1016/j.comnet.2024.110332
摘要

Today's advancement in Vehicular Ad-hoc Networks (VANET) constitutes a cornerstone in ensuring traffic safety in Intelligent Transportation Systems (ITS). In this context, vehicle-to-vehicle (V2V) communications are a pivotal enabler for road safety, traffic optimization, and pedestrian protection. However, V2V communications lack effective and efficient security solutions that can adequately ensure the trustworthiness of the source of the transmitted content. In this work, we originally propose DIVA, i.e., a Decentralized Identifier-based reputation system for secure transmission in VAnets. In particular, we claim the suitability of utilizing IOTA, a Direct Acyclic Graph (DAG)-based ledger, to securely store reputation scores and of leveraging Decentralized Identifiers (DIDs) to identify participating vehicles. DIVA also incorporates and implements a reputation algorithm that computes reputation scores by analyzing both safety and non-safety messages, exchanged among vehicles and Road Side Units (RSUs) in compliance with the related European Telecommunications Standards Institute (ETSI) standards. Thus, DIVA can effectively identify malicious contributors and decrease their reputation scores. The reported experimental results clearly show the feasibility and effectiveness of DIVA, by working on an extended and comprehensive dataset of realistic V2V messages; the dataset has been made openly accessible to the research community, also to increase result reproducibility.

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