{"title":"基于rpl的物联网网络中组播DIS泛洪攻击的检测与缓解","authors":"Prajisha C. , Vasudevan A.R.","doi":"10.1016/j.adhoc.2025.104002","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":55555,"journal":{"name":"Ad Hoc Networks","volume":"179 ","pages":"Article 104002"},"PeriodicalIF":4.8000,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Detection and mitigation of Multicast DIS flooding attacks in RPL-based IoT networks\",\"authors\":\"Prajisha C. , Vasudevan A.R.\",\"doi\":\"10.1016/j.adhoc.2025.104002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":55555,\"journal\":{\"name\":\"Ad Hoc Networks\",\"volume\":\"179 \",\"pages\":\"Article 104002\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-08-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ad Hoc Networks\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1570870525002501\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ad Hoc Networks","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1570870525002501","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
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.
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.