Image processing-based protection of privacy data in cloud using NTRU algorithm

• Published in: Signal, image and video processing image and video processing, 2024-07, Vol.18 (5), p.4003-4018
• Main Authors: Karthika, K., Priya, R. Devi
• Format: Article
• Language: English
• Subjects: Algorithms; Authentication; Cloud computing; Communication networks; Computer Imaging; Computer Science; Cryptography; Cybersecurity; Encryption; Image enhancement; Image processing; Image Processing and Computer Vision; Multimedia; Multimedia Information Systems; Original Paper; Pattern Recognition and Graphics; Polynomials; Privacy; Rings (mathematics); Signal to noise ratio; Signal,Image and Speech Processing; Vision
• ISSN: 1863-1703; 1863-1711
• DOI: 10.1007/s11760-024-03008-4

The recent and fast improvements in communication networks and digital technologies have facilitated the easy transmission and storage of multimedia information on various network platforms. However, in today’s research, issues relating to the safety concerned with the large amount of information have emerged as a crucial topic due to the internet openings. Since images are regarded as significant components of network communication, the information security of images is highly vital. In this paper, an image processing concept along with authenticated cloud storage is proposed which includes the enhanced processing of input images and their secured storage. The processed input images undergo authentication procedures in which the algorithm used to encrypt and decrypt the image information is the N th Degree Truncated Polynomial Ring Unit (NTRU). It performs a rapid generation of 128 bit private key and verification achieving improved performance and thereby preventing the unauthorized access of information. The processed image is encrypted and stored in the cloud using the proposed algorithm. Only an authorized person is permitted to do accessible secret measures to decrypt the document from the cloud. Meanwhile, the proposed schemes show more efficient and secure one to analyze the security, which are done in the assessment of performance of the system generating improved values of peak signal-to-noise ratio (PSNR) and mean-square error (MSE) indicating 5.24 and 82.10, respectively. The proposed work exhibits an average encryption time of 12.075 s and decryption time of 16.2 s, respectively.