An Intelligence Technique based Elliptic Curve Cryptography Algorithm for Secured Communication in Networks

An Intelligence Technique based Elliptic Curve Cryptography Algorithm for Secured Communication in Networks
  IJETT-book-cover           
  
© 2024 by IJETT Journal
Volume-72 Issue-1
Year of Publication : 2024
Author : Ramireddy Navatejareddy, M. Kavitha
DOI : 10.14445/22315381/IJETT-V72I1P126

How to Cite?

Ramireddy Navatejareddy, M. Kavitha, "An Intelligence Technique based Elliptic Curve Cryptography Algorithm for Secured Communication in Networks," International Journal of Engineering Trends and Technology, vol. 72, no. 1, pp. 266-274, 2024. Crossref, https://doi.org/10.14445/22315381/IJETT-V72I1P126

Abstract
Cloud computing is a fictional extended computing application where cloud users can store their information remotely in the cloud and configure it from a common set of computer resources for high-quality sorting and convenience. Cloud computing is primarily emerging at the heart of the sensitive data cloud. Secured communication is vital in cloud computing and IoT with advanced optimization techniques. This work aims to provide a reliable and secure cloud-based communications service allowing customers to access their information dynamically. To achieve this, in this article, we advance advances in secure communications over the Adaptive Neuro-Fuzzy Inference System (ANFIS) with Chicken Swarm Optimization (CSO) and Elliptic Curve Cryptography Hellman algorithm (ACECC). At the initial stage, an intermediate database is created, and the ANFIS-CSO algorithm is implemented to manage the optimal classification of nodes from the cloud. Next, we calculate the important information based on the data gain. Finally, we spread ECC to encrypt sensitive information and investigate from databases. The investigation is conducted under the names of PSNR, MSE, and CC with the help of databases to evaluate performance. The convincing results underscore the fact that the proposed method is suitable for ensuring secure data transmission compared to existing techniques such as the Particle Swarm Optimization algorithm (PSO), Fuzzy, Whale Optimization Algorithm (WOA), Gravitational Search Algorithm (GSA), Cuckoo Search (CS) and Genetic Algorithm (GA) techniques.

Keywords
Elliptic curve cryptography, Chicken Swarm Optimization, Encryption, Decryption, Mean square error.

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