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A Lightweight Algorithm against Replica Node Attack in Mobile Wireless Sensor Networks using Learning Agents

ترجمه فارسی به انگلیسی این مقاله توسط مترجمان کامپیوتر انجام گرفته و مقاله در سال 2019 به چاپ رسیده است.
نویسنده اصلی
مجتبی جمشیدی
نام مجله
IEIE Transactions on Smart Processing and Computing
سال انتشار
2019
دانلود فایل مقاله
مجتبی جمشیدی

Abstract

The node replication attack is considered  one of the most dangerous attacks against wireless sensor networks (WSNs). In this attack, an adversary captures one or more normal nodes of the network, extracts its key materials, generates several replicas, and deploys them in the network. In this paper, we propose a novel, intelligent, and lightweight algorithm using learning agents and watchdog nodes (WNs) to detect replica nodes in mobile WSNs. In the proposed algorithm, there are a few WNs, each one equipped with a learning agent that monitors the network traffic and nodes’ movements to identify potential  replica nodes in the network. We use the fact that the number of times that a replica node meets a WN is probably more than that of a normal node during a specific monitoring interval of the network. The proposed algorithm is simulated using the J-SIM simulator, and its performance is evaluated in terms of replica node–detection probability and false detection probability through experiments. Experiment results show that the proposed algorithm can detect 100% of the replica nodes, while its false detection probability is less than 0.01


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