Sinkhole Detection Using Probe Route Mechanism (SDPRM) For Internet of Things

Abstract

Objective: To propose an Intrusion Detection System, called SDPRM (Sinkhole Detection using Probe Route Mechanism), to distinguish sinkhole assaults on the steering administrations in IoT. Methods: SDPRM intends to moderate unfriendly impacts initiate in IDS which troubled the routine tasks. The proposed architecture has the node ranker, notoriety and trust systems for recognition of assailants by examining the way of behaving of gadgets. Probe routing mechanism along with cluster configuration of the IoT gadgets are used to detect the SH attack. The probability density function is used to detect the behaviour of the gadgets present in the IoT environment. To demonstrate the efficiency of the proposed work Cooja simulator is used for experimentation. Findings: The proposed SDPRM is compared with the existing INTI architecture and it shows good results for detection rate and packet delivery ratio parameters. The comparative analysis is performed for static and mobility scenario. Novelty: In the existing architecture, probe route protocol was not used to detect the sinkhole attack in IoT environment. The current research work uses FIB (Forwarding Information Base) based proberouting mechanism is used for securing the communication channel. The proposed architecture outperforms than the existing INTI architecture in terms of detection rate and packet delivery ratio. Keywords: Internet of Things; Network security; Sinkhole attack; Proberoute; Beta distribution