A NOVEL TECHNIQUE FOR MOBILE NODE AUTHENTICATION IN IoT AWARE 5G NETWORKS

  • M.P. Haripriya, P. Venkadesh
Keywords: 5G mobile ad-hoc wireless network, Internet of things (IoT), Subtractive Gradient Boost Clustering, Node authentication.

Abstract

Due to the open and insecure network, the 5G mobile wireless network system faces new problems and security challenges. The insecure network prone to various attacks and it disrupts secure data communications between legitimate users. By using authentication and cryptographic techniques in the 3G and 4G network has addressed by many works. During data communication the security in 5G network was not improved. For secured data communication the Subtractive Gradient Boost Clustered Node Authentication (SGBCNA) Method was introduced. The subtractive gradient boost clustering technique is applied to authenticate the mobile node as normal nodes and malicious nodes based on the selected features. The designed ensemble clustering model combines the weak learners to make final strong clustering results with minimum loss. Finally, the malicious nodes are eliminated and normal mobile nodes are taken to communicate securely on the 5G network. Authentication accuracy, Computation Overhead and security level are the factors that are carried out using simulation with respect to the mobile nodes and data packets. Thus, the discovered outcomes clearly described that the SGBCNA method improves the accuracy of node authentication, minimum overhead of security level than the state-of -the art- methods.

Published
2021-09-01
How to Cite
M.P. Haripriya, P. Venkadesh. (2021). A NOVEL TECHNIQUE FOR MOBILE NODE AUTHENTICATION IN IoT AWARE 5G NETWORKS. Design Engineering, 5102-5115. Retrieved from http://thedesignengineering.com/index.php/DE/article/view/3907
Section
Articles