A Lightweight Trust-Based Security Architecture for RPL in Mobile IoT Networks

P. Thulasiraman, Yizhong Wang
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引用次数: 29

Abstract

Military communities have come to rely heavily on commercial off the shelf (COTS) standards and technologies for Internet of Things (IoT) operations. One of the major obstacles to military use of COTS IoT devices is the security of data transfer. In this paper, we successfully design and develop a lightweight, trust-based security architecture to support routing in a mobile IoT network. Specifically, we modify the RPL IoT routing algorithm using common security techniques, including a nonce identity value, timestamp, and network whitelist. Our approach allows RPL to select a routing path over a mobile IoT wireless network based on a computed node trust value and average received signal strength indicator (ARSSI) value across network members. We conducted simulations using the Cooja network simulator and Wireshark to validate the algorithm against stipulated threat models. We demonstrate that our algorithm can protect the network against Denial of Service (DoS) and Sybil based identity attacks. We also show that the control overhead required for our algorithm is less than 5% and that the packet delivery rate improves by nearly 10%.
移动物联网RPL中基于信任的轻量级安全架构
军事社区已经开始严重依赖商用现货(COTS)标准和技术来进行物联网(IoT)操作。军用COTS物联网设备的主要障碍之一是数据传输的安全性。在本文中,我们成功地设计和开发了一个轻量级的、基于信任的安全架构,以支持移动物联网网络中的路由。具体来说,我们使用常见的安全技术修改RPL IoT路由算法,包括nonce身份值、时间戳和网络白名单。我们的方法允许RPL根据计算的节点信任值和网络成员之间的平均接收信号强度指标(ARSSI)值,在移动物联网无线网络上选择路由路径。我们使用Cooja网络模拟器和Wireshark进行了模拟,以验证算法对规定的威胁模型的有效性。我们证明了我们的算法可以保护网络免受拒绝服务(DoS)和基于Sybil的身份攻击。我们还表明,我们的算法所需的控制开销小于5%,数据包传输速率提高了近10%。
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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