基于自适应差分预测和区块细分的加密图像可逆数据隐藏技术

Xuesheng Zhang, Jing Wang
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引用次数: 0

摘要

加密图像中的可逆数据隐藏(RDHEI)在保护图像内容不被泄露的同时嵌入信息,允许用户解密图像内容、提取嵌入信息,并根据所掌握的密钥类型无损恢复原始内容。它是信息隐藏与加密计算交叉领域的一个最新研究热点,旨在确保数据安全和在图像中隐藏信息的能力。然而,RDHEI 对图像块的利用率不足,导致额外数据的嵌入能力较低。为此,本文提出了一种基于自适应差分预测和区块细分的 RDHEI。首先,将图像分割成大小相等的块,然后对这些块进行加密以隐藏图像内容。对于数据隐藏,使用自适应最显著位(MSB)预测来划分可用和不可用的区块。在自适应 MSB 预测(AMP)的基础上,使用自适应差分预测(ADP)对不可用的区块进行细分,为数据嵌入腾出更多空间。当接收器接收到嵌入的加密图像时,可根据自身拥有的密钥对嵌入的数据或图像进行解密。实验结果表明,所提出的方法对提高嵌入容量有显著效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reversible data hiding in encrypted image based on adaptive difference prediction and block subdivision
Reversible Data Hiding in Encrypted Images (RDHEI) embeds information while protecting the content of images from being leaked, allowing users to decrypt image content, extract embedded information, and losslessly recover the original content based on the key types they possess. It is a recent hot research area at the intersection of information hiding and encrypted computation, aiming to ensure both data security and the ability to hide information within images. However, inadequate utilization of image blocks in RDHEI results in a low embedding capacity of additional data. For this reason, this paper proposes a RDHEI based on adaptive difference prediction and block subdivision. At first, divide the image into equally sized blocks, and these blocks are encrypted to conceal the content of the image. For data hider, using adaptive the most significant bit(MSB) prediction to classify the available and unavailable blocks. Based on adaptive MSB prediction(AMP), adaptive difference prediction(ADP) is used to subdivide the unavailable blocks to vacate more room for data embedding. When receiver receives the embedded encrypted image, the embedded data or image can be decrypted according to its own key possession. Experimental results show that the proposed method has a significant effect on improving the embedding capacity.
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