基于rpl的物联网网络中组播DIS泛洪攻击的检测与缓解

IF 4.8 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Prajisha C. , Vasudevan A.R.
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引用次数: 0

摘要

低功耗损耗网络路由协议(RPL)是物联网(IoT)环境中基于ipv6的无线传感器网络的事实上的标准。然而,低功耗和有损网络(lln)的固有特性,包括有限的能量资源、受限的内存和处理能力、高丢包率和动态网络拓扑,使RPL极易受到控制平面干扰。其中,组播DIS泛洪攻击尤其具有破坏性,因为它们反复触发跨多个邻居的涓流计时器重置,导致控制消息传播过度,严重的能量消耗和路由不稳定。现有的对策通常需要修改协议,导致高开销,或者在动态环境中无法区分正常和恶意多播DIS模式。在这些挑战的激励下,本工作提出了DIS- fdm,一种轻量级的、完全分布式的多播DIS洪水检测和缓解方案。DIS- fdm采用Dempster-Shafer理论(DST)融合本地DIS流量负载和父端变化频率的证据,在不改变核心RPL功能的情况下实现准确的攻击检测。在Contiki/Cooja中的仿真结果表明,与基线RPL和现有防御相比,DIS-FDM显著降低了控制开销,提高了分组分发率,并降低了功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection and mitigation of Multicast DIS flooding attacks in RPL-based IoT networks
Routing Protocol for Low-Power and Lossy Networks (RPL) is the de facto standard for IPv6-based wireless sensor networks in Internet of Things (IoT) environments. However, the inherent characteristics of Low Power and Lossy Networks (LLNs), including limited energy resources, constrained memory and processing capabilities, high packet loss rates, and dynamic network topologies, make RPL highly susceptible to control plane disturbances. Among these, multicast DIS flooding attacks are particularly damaging, as they repeatedly trigger Trickle timer resets across multiple neighbors, causing excessive control message propagation, severe energy depletion, and routing instability. Existing countermeasures often require protocol modifications, incur high overhead, or fail to discriminate between normal and malicious multicast DIS patterns in dynamic environments. Motivated by these challenges, this work proposes DIS-FDM, a lightweight, fully distributed detection and mitigation scheme for multicast DIS floods. DIS-FDM employs Dempster-Shafer theory (DST) to fuse evidence from local DIS traffic load and parent change frequency, allowing accurate attack detection without altering core RPL functions. The simulation results in Contiki/Cooja demonstrate that DIS-FDM significantly reduces control overhead, improves packet delivery ratio, and reduces power consumption compared to baseline RPL and existing defenses.
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来源期刊
Ad Hoc Networks
Ad Hoc Networks 工程技术-电信学
CiteScore
10.20
自引率
4.20%
发文量
131
审稿时长
4.8 months
期刊介绍: The Ad Hoc Networks is an international and archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in ad hoc and sensor networking areas. The Ad Hoc Networks considers original, high quality and unpublished contributions addressing all aspects of ad hoc and sensor networks. Specific areas of interest include, but are not limited to: Mobile and Wireless Ad Hoc Networks Sensor Networks Wireless Local and Personal Area Networks Home Networks Ad Hoc Networks of Autonomous Intelligent Systems Novel Architectures for Ad Hoc and Sensor Networks Self-organizing Network Architectures and Protocols Transport Layer Protocols Routing protocols (unicast, multicast, geocast, etc.) Media Access Control Techniques Error Control Schemes Power-Aware, Low-Power and Energy-Efficient Designs Synchronization and Scheduling Issues Mobility Management Mobility-Tolerant Communication Protocols Location Tracking and Location-based Services Resource and Information Management Security and Fault-Tolerance Issues Hardware and Software Platforms, Systems, and Testbeds Experimental and Prototype Results Quality-of-Service Issues Cross-Layer Interactions Scalability Issues Performance Analysis and Simulation of Protocols.
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