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.
翻译:由于从教育到娱乐的几乎每个领域都大量使用数字媒体,敏感信息的安全一直是人们关注的一个问题。由于图像是最经常使用的信息传递手段,因此每个应用领域都需要解决与隐私保护有关的问题。研究人员不时提出各种安全方法。本文件根据分数整体变换对各种图像加密办法进行审查。随着数十年来通过应用光学信号处理、数字信号处理和数字图像处理等应用而形成分数整体变异。在文章中,我们采用了一种结构和相应的基于域的分类法,对文献中的各种现有方案进行分类。这些方案按照执行平台进行分类,可能是一种光学设置,由空间变形器、透镜和充电组合装置组成,也可能是这种变形的数学模型。各种办法都根据每个变形器采用的方法进行分类,并以表格形式进行比较分析。根据观察结果,工作将各种挑战汇总成一个摘要,并提供了一些建设性的准则供未来工作考虑。在进行这种变形之前,在各种建筑变形法中,没有提出一个完整的变形法。