DECENTRALIZED BLOCKCHAIN WITH CONVOLUTIONAL NEURAL NETWORK MODEL FOR SECURITY ATTACK MITIGATION

ICTACT Journal on Communication Technology ( Volume: 14 , Issue: 1 )

Abstract

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In recent era, there is a demand and a need for more effective solutions based on new technologies for detection and mitigation because of the limitations and current state of the methods. In this research, we propose the design of a distributed ledger that utilises a convolutional neural network as a layer of defence against intrusions carried out by malicious actors. The result of simulation shows that the proposed method achieves a better traffic flow than the existing methods.

Authors

C. Berin Jones1, D. Jeba Kingsley2
Madurai Institute of Engineering and Technology, India1, DMI College of Engineering, India2

Keywords

Blockchain, Convolutional Neural Network, Security, Mitigation, Passive Attacks, Traffic Flow

Published By
ICTACT
Published In
ICTACT Journal on Communication Technology
( Volume: 14 , Issue: 1 )
Date of Publication
March 2023
Pages
2843 - 2848

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