Performance Evaluation of RSA Encryption on Simulated 5D Crystal Data

Abstract: All these new demands for secure and efficient encryption schemes in high-dimensional data storage systems have, in turn, generated interest in newly designed cryptographic approaches. In this paper, the extension of using RSA encryption on simulated 5D crystal data—a representation of physical attributes like height, length, width, orientation, and spatial position—is addressed. In the study, optimization procedures in encryption and decryption processes for high-dimensional datasets are focused in terms of computing efficiency, scalability, and data integrity through the use of RSA. The process creates integrity by ensuring the RSA key pairs have a size of 2048 bits, and encryption and decryption is performed on the 5D data points with detailed comparison of original and decrypted data. It explores a range of dataset sizes in the range of 10 to 1000 data points to explore performance measures including encryption and decryption times. In addition, multi-threaded parallel processing is applied to enhance computing performance even further.