Software and hardware realizations for different designs of chaos-based secret image sharing systems

IF 2.9 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Bishoy K. Sharobim, Muhammad Hosam, Salwa K. Abd-El-Hafiz, Wafaa S. Sayed, Lobna A. Said, Ahmed G. Radwan
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Abstract

Secret image sharing (SIS) conveys a secret image to mutually suspicious receivers by sending meaningless shares to the participants, and all shares must be present to recover the secret. This paper proposes and compares three systems for secret sharing, where a visual cryptography system is designed with a fast recovery scheme as the backbone for all systems. Then, an SIS system is introduced for sharing any type of image, where it improves security using the Lorenz chaotic system as the source of randomness and the generalized Arnold transform as a permutation module. The second SIS system further enhances security and robustness by utilizing SHA-256 and RSA cryptosystem. The presented architectures are implemented on a field programmable gate array (FPGA) to enhance computational efficiency and facilitate real-time processing. Detailed experimental results and comparisons between the software and hardware realizations are presented. Security analysis and comparisons with related literature are also introduced with good results, including statistical tests, differential attack measures, robustness tests against noise and crop attacks, key sensitivity tests, and performance analysis.

Abstract Image

基于混沌的秘密图像共享系统不同设计的软件和硬件实现
秘密图像共享(SIS)是通过向参与者发送无意义的共享图像,将秘密图像传递给相互怀疑的接收者,而且所有共享图像都必须存在才能恢复秘密。本文提出并比较了三种秘密共享系统,其中设计了一种视觉密码学系统,并将快速恢复方案作为所有系统的支柱。然后,介绍了一种用于共享任何类型图像的 SIS 系统,该系统使用洛伦兹混沌系统作为随机性源,并使用广义阿诺德变换作为置换模块,从而提高了安全性。第二个 SIS 系统利用 SHA-256 和 RSA 密码系统进一步增强了安全性和稳健性。所介绍的架构是在现场可编程门阵列(FPGA)上实现的,以提高计算效率并促进实时处理。本文介绍了详细的实验结果以及软件和硬件实现之间的比较。此外,还介绍了安全分析以及与相关文献的比较,包括统计测试、差分攻击测量、抗噪声和裁剪攻击的鲁棒性测试、密钥灵敏度测试和性能分析,并取得了良好的效果。
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来源期刊
Journal of Real-Time Image Processing
Journal of Real-Time Image Processing COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
6.80
自引率
6.70%
发文量
68
审稿时长
6 months
期刊介绍: Due to rapid advancements in integrated circuit technology, the rich theoretical results that have been developed by the image and video processing research community are now being increasingly applied in practical systems to solve real-world image and video processing problems. Such systems involve constraints placed not only on their size, cost, and power consumption, but also on the timeliness of the image data processed. Examples of such systems are mobile phones, digital still/video/cell-phone cameras, portable media players, personal digital assistants, high-definition television, video surveillance systems, industrial visual inspection systems, medical imaging devices, vision-guided autonomous robots, spectral imaging systems, and many other real-time embedded systems. In these real-time systems, strict timing requirements demand that results are available within a certain interval of time as imposed by the application. It is often the case that an image processing algorithm is developed and proven theoretically sound, presumably with a specific application in mind, but its practical applications and the detailed steps, methodology, and trade-off analysis required to achieve its real-time performance are not fully explored, leaving these critical and usually non-trivial issues for those wishing to employ the algorithm in a real-time system. The Journal of Real-Time Image Processing is intended to bridge the gap between the theory and practice of image processing, serving the greater community of researchers, practicing engineers, and industrial professionals who deal with designing, implementing or utilizing image processing systems which must satisfy real-time design constraints.
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