Encryption and Decryption Cloud Computing Data Based on XOR and Genetic Algorithm

Abstract

Cloud computing is a very large storage space, can be accessed via an internet connection, this concept has appeared to facilitate the preservation of personal and corporate data and the easily of sharing, and this data can also be accessed from anywhere in the world as long as it is on the Internet, large gaps have emerged around data theft and viewing. Accordingly, researchers have developed algorithms and methods to protect this data, but the attempts to penetrate the data did not stop. In this research, we developed a method that combines XOR and Genetic algorithm to protect the data on the cloud through encryption operations and keep the key from being lost or stolen. The data that is uploaded to cloud computing may be important and we should not allow any party to see it or steal it. Therefore, it became imperative to protect this data and encrypt it. We have developed an algorithm that uses XOR and genetic algorithms in the encryption process.

Privacy‐preserving credit risk analysis based on homomorphic encryption aware logistic regression in the cloud

“…We adopted the degree 5 and 3 polynomial approximation g(x) by which Kim et al 33 used the least square approach to approximate the sigmoid function over the domain [−5, 5]. For Security settings, we used the polynomial degree 8192 with coefficient module bit sizes [40, 21,21,21,21,21,21,40] taken.…”

“…This innovative solution aims to address critical security concerns related to sensitive healthcare data in cloud environments. Reference 21 proposed a novel approach to enhance the security of cloud data by introducing a unique encryption mechanism. This study provides insights into a hybrid encryption strategy for cloud computing environments, leveraging XOR and Genetic Algorithm for robust data protection.…”

“…Reference 22 proposed an approach to address the challenges of secure image sharing on social media platforms, offering a reliable solution for protecting digital content. Reference 21 introduced a novel four‐image encryption scheme that is employed for image encryption, introducing complexity and security. It is incorporated for key generation, enhancing the encryption process.…”