Secure Information Sharing among Autonomous Vehicles in NDN

Muktadir Chowdhury, Ashlesh Gawande, Lan Wang
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引用次数: 42

Abstract

Autonomous vehicles must communicate with each other effectively and securely to make robust decisions. However, today's Internet falls short in supporting efficient data delivery and strong data security, especially in a mobile ad-hoc environment. Named Data Networking (NDN), a new data-centric Internet architecture, provides a better foundation for secure data sharing among autonomous vehicles. We examine two potential threats, false data dissemination and vehicle tracking, in an NDN-based autonomous vehicular network. To detect false data, we propose a four-level hierarchical trust model and the associated naming scheme for vehicular data authentication. Moreover, we address vehicle tracking concerns using a pseudonym scheme to anonymize vehicle names and certificate issuing proxies to further protect vehicle identity. Finally, we implemented and evaluated our AutoNDN application on Raspberry Pi-based mini cars in a wireless environment.
NDN中自动驾驶车辆间信息共享的安全
自动驾驶汽车之间必须进行有效、安全的通信,才能做出稳健的决策。然而,今天的互联网在支持有效的数据传递和强大的数据安全性方面存在不足,特别是在移动自组织环境中。命名数据网络(NDN)是一种以数据为中心的新型互联网架构,为自动驾驶汽车之间的安全数据共享提供了更好的基础。在基于ndn的自动驾驶汽车网络中,我们研究了两种潜在的威胁,虚假数据传播和车辆跟踪。为了检测虚假数据,我们提出了一种四层层次信任模型和相关的车辆数据认证命名方案。此外,我们使用假名方案来匿名车辆名称和证书颁发代理来解决车辆跟踪问题,以进一步保护车辆身份。最后,我们在基于树莓派的微型汽车的无线环境中实现并评估了我们的AutoNDN应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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