Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images

IF 7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Transactions on Dependable and Secure Computing Pub Date : 2023-09-01 DOI:10.1109/TDSC.2022.3218570
Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yifeng Zheng, Xingyu Liu, Yongyong Chen, Xinpeng Zhang
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引用次数: 4

Abstract

Traditional schemes for reversible data hiding in encrypted images (RDH-EI) focus on one data hider and cannot resist the single point of failure. Besides, the image security is determined by one party, rather than multiple parties. Thus, it is valuable to design RDH-EI schemes with multiple data hiders for stronger security. In this article, we propose a multiple data hiders-based RDH-EI scheme using a new secret sharing technique. First, we devise an $(r,n)$(r,n)-threshold $(r\leq n)$(rn) matrix-based secret sharing (MSS) using matrix theory, and theoretically verify its efficacy and security properties. Then, using the MSS, we propose an $(r,n)$(r,n)-threshold RDH-EI scheme called MSS-RDHEI. The content owner encrypts an image to be $n$n encrypted images using the MSS with an encryption key, and outsources these encrypted images to $n$n data hiders. Each data hider can embed some data, e.g., copyright and identification information, into the encrypted image for the purposes of storage, management, or other processing, and these data can also be losslessly extracted. An authorized receiver can recover the confidential image from $r$r encrypted images. By designing, our MSS-RDHEI scheme can withstand $n-r$n-r points of failure. Experimental results show that it ensures the image content confidentiality and achieves a much larger embedding capacity than state-of-the-art schemes.
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基于矩阵的加密图像中可逆数据隐藏秘密共享
传统的加密图像中可逆数据隐藏方案(RD-EI)只关注一个数据隐藏器,无法抵抗单点故障。此外,图像安全性是由一方决定的,而不是由多方决定的。因此,设计具有多个数据隐藏器的RD-EI方案以增强安全性是有价值的。在本文中,我们使用一种新的秘密共享技术,提出了一种基于多数据隐藏器的RD-EI方案。首先,我们利用矩阵理论设计了一个基于矩阵的秘密共享(MSS),并从理论上验证了其有效性和安全性。然后,使用MSS,我们提出了一个称为MSS-RDHEI的$(r,n)$(r,n)-阈值RD-EI方案。内容所有者使用具有加密密钥的MSS将图像加密为$n$n个加密图像,并将这些加密图像外包给$n$n个数据隐藏器。为了存储、管理或其他处理的目的,每个数据隐藏器可以将一些数据(例如版权和标识信息)嵌入到加密图像中,并且这些数据也可以被无损地提取。授权的接收者可以从$r$r加密的图像中恢复机密图像。通过设计,我们的MSS-RDHEI方案可以承受$n-r$n-r个故障点。实验结果表明,该方法保证了图像内容的机密性,并实现了比现有技术方案更大的嵌入容量。
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来源期刊
IEEE Transactions on Dependable and Secure Computing
IEEE Transactions on Dependable and Secure Computing 工程技术-计算机:软件工程
CiteScore
11.20
自引率
5.50%
发文量
354
审稿时长
9 months
期刊介绍: The "IEEE Transactions on Dependable and Secure Computing (TDSC)" is a prestigious journal that publishes high-quality, peer-reviewed research in the field of computer science, specifically targeting the development of dependable and secure computing systems and networks. This journal is dedicated to exploring the fundamental principles, methodologies, and mechanisms that enable the design, modeling, and evaluation of systems that meet the required levels of reliability, security, and performance. The scope of TDSC includes research on measurement, modeling, and simulation techniques that contribute to the understanding and improvement of system performance under various constraints. It also covers the foundations necessary for the joint evaluation, verification, and design of systems that balance performance, security, and dependability. By publishing archival research results, TDSC aims to provide a valuable resource for researchers, engineers, and practitioners working in the areas of cybersecurity, fault tolerance, and system reliability. The journal's focus on cutting-edge research ensures that it remains at the forefront of advancements in the field, promoting the development of technologies that are critical for the functioning of modern, complex systems.
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