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Error Correction at Malicious Nodes using Reed-Muller Codes

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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Year of Publication: 2016
Authors:
Ratnakumari Challa, Devaraju Isuru, Kanusu Srinivasa Rao
10.5120/ijca2016911721

Ratnakumari Challa, Devaraju Isuru and Kanusu Srinivasa Rao. Error Correction at Malicious Nodes using Reed-Muller Codes. International Journal of Computer Applications 151(4):1-6, October 2016. BibTeX

@article{10.5120/ijca2016911721,
	author = {Ratnakumari Challa and Devaraju Isuru and Kanusu Srinivasa Rao},
	title = {Error Correction at Malicious Nodes using Reed-Muller Codes},
	journal = {International Journal of Computer Applications},
	issue_date = {October 2016},
	volume = {151},
	number = {4},
	month = {Oct},
	year = {2016},
	issn = {0975-8887},
	pages = {1-6},
	numpages = {6},
	url = {http://www.ijcaonline.org/archives/volume151/number4/26218-2016911721},
	doi = {10.5120/ijca2016911721},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, USA}
}

Abstract

In the network several problems are caused due to the presence of malicious nodes. It is very important to find the malicious nodes in the network in order to eliminate the problems caused by those nodes. This paper proposes a model where Reed-Muller codes are used to find the locations of the malicious nodes and calculate the probability that a node is malicious. Based on the probability of each malicious node, the system localizes or discards the nodes which have higher error probability. Sometimes removal of a malicious node causes breakage of network into parts i.e. if it is an articulation point. It leads to the reconstruction of the network. This reconstruction process is very complex and expensive. In this case, such nodes cannot be discarded. To avoid the reconstruction of the network an algorithm is proposed to handle the malicious activity caused by an articulation point. Message tampering is the frequently occurred malicious activity in most of the networks when the communication takes place between source and destination. To handle message tampering at articulation points, this system performs error correction using Reed-Muller decoding algorithm.

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Keywords

Coding Theory, Error Control Codes, Malicious Behaviour, Reed-Muller Codes.