Image Encryption using fractional integral transforms: Vulnerabilities, threats and future scope

TL;DR

This paper reviews image encryption schemes based on fractional integral transforms, analyzing their architectures, implementations, and vulnerabilities, and provides future research directions in digital image security.

Contribution

It offers a comprehensive taxonomy and comparative analysis of fractional integral transform-based encryption schemes, highlighting challenges and future scope.

Findings

Classification of schemes by implementation platform and methodology

Identification of vulnerabilities and security challenges

Guidelines for future research in image encryption

Abstract

With the enormous usage of digital media in almost every sphere from education to entertainment, the security of sensitive information has been a concern. As images are the most frequently used means to convey information, therefore the issue related to the privacy preservation needs to be addressed in each of the application domains. There are various security methods proposed by researchers from time to time. This paper presents a review of various image encryption schemes based on fractional integral transform. As the fractional integral transforms have evolved through their applications from optical signal processing to digital signal and digital image processing over the decades. In this article, we have adopted an architecture and corresponding domain-based taxonomy to classify various existing schemes in the literature. The schemes are classified according to the implementation platform, that may be an optical setup comprising of the Spatial modulators, lenses and charged coupled devices or it can be a mathematical modelling of such transforms. Various schemes are classified according to the methodology adopted in each of them and a comparative analysis is also presented in tabular form. Based on the observations, the work is converged into a summary of various challenges and some constructive guidelines are provided for consideration in future works. Such a narrative review of encryption algorithm based on various architectural schematics in fractional integral transforms has not been presented before at one place.