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Real-time reversible data hiding with shifting block histogram of pixel differences in encrypted image

机译:实时可逆数据隐藏和加密图像中像素差异的移位块直方图

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摘要

Reversible data hiding in encrypted image (RDH-EI) is a hot topic of data hiding in recent years. Most RDH-EI algorithms do not reach desirable embedding rate and their computational costs are not suitable for real-time applications. Aiming at these problems, we propose an efficient RDH-EI algorithm with shifting block histogram of pixel differences in homomorphic encrypted domain. A key step of our RDH-EI algorithm is the block-based encryption scheme with additive homomorphism, which can preserve spatial correlation of plaintext image in homomorphic encrypted domain. In addition, our proposed technique of shifting block histogram can achieve efficient data embedding with high payload and correctly recover image. Extensive experiments are conducted to validate performance of our RDH-EI algorithm. Comparison results illustrate that our RDH-EI algorithm outperforms some state-of-the-art algorithms in terms of embedding rate, visual quality and computational time.
机译:加密图像中的可逆数据隐藏(RDH-EI)是近年来数据隐藏的热门话题。大多数RDH-EI算法无法达到理想的嵌入率,并且其计算成本不适合实时应用。针对这些问题,我们提出了一种有效的RDH-EI算法,该算法利用同态加密域中像素差异的块直方图移位。我们的RDH-EI算法的关键步骤是具有加性同态的基于块的加密方案,该方案可以在同态加密域中保留纯文本图像的空间相关性。此外,我们提出的块直方图移位技术可以实现有效的数据嵌入和高有效负载,并可以正确恢复图像。进行了广泛的实验以验证我们的RDH-EI算法的性能。比较结果表明,我们的RDH-EI算法在嵌入率,视觉质量和计算时间方面都优于某些最新算法。

著录项

  • 来源
    《Journal of Real-Time Image Processing》 |2019年第3期|709-724|共16页
  • 作者单位

    Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China|Guangxi Normal Univ, Guangxi Collaborat Innovat Ctr Multisource Inform, Guilin 541004, Peoples R China|Guangxi Normal Univ, Sch Comp Sci & Informat Technol, 15 YuCai Rd, Guilin 541004, Peoples R China;

    Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China;

    Wuhan Univ, Sch Cyber Sci & Engn, Wuhan 430072, Peoples R China;

    Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China|Guangxi Normal Univ, Guangxi Collaborat Innovat Ctr Multisource Inform, Guilin 541004, Peoples R China;

    Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China|Guangxi Normal Univ, Guangxi Collaborat Innovat Ctr Multisource Inform, Guilin 541004, Peoples R China;

    Guangxi Normal Univ, Guangxi Key Lab Multisource Informat Min & Secur, Guilin 541004, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Reversible data hiding; Homomorphic cryptosystem; Additive homomorphism; Histogram shifting; Real-time application;

    机译:可逆数据隐藏;同态密码系统;同加性;直方图移位;实时应用;

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