Reversible data hiding in encrypted images based on bidirectional encoding for payload enhancing

IF 3.7 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Cheng-Ta Huang , Thi Thu-Ha Dang , Chi-Yao Weng
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引用次数: 0

Abstract

Reversible data hiding in encrypted images (RDHEI) has received substantial attention as a pivotal research domain in the field of secure data embedding. This paper presents a novel RDHEI approach using bidirectional flag encoding. Our method substantially enhances embedding capacity while ensuring both lossless image recovery and accurate extraction of hidden data. The original image is processed using a hybrid prediction model to derive prediction error values. Subsequently, the image undergoes encryption through a combination of a stream cipher technique and block scrambling to guarantee robust security. Finally, the bidirectional flag encoding technique is employed to vacate the room for data embedding. By leveraging spatial correlation among pixels, this scheme achieves an improved embedding rate. Experimental evaluations reveal that the proposed method achieves an enhanced payload capacity in comparison to existing state-of-the-art RDHEI techniques. The average embedding rates on datasets of BOSSbase and BOWS-2 are 3.76 bpp and 3.37 bpp, respectively.
基于双向编码的有效载荷增强加密图像中可逆数据隐藏
加密图像中的可逆数据隐藏(rdhi)作为安全数据嵌入领域的一个关键研究领域受到了广泛关注。本文提出了一种利用双向标志编码的rdhi方法。我们的方法在保证无损图像恢复和准确提取隐藏数据的同时,大大提高了嵌入容量。利用混合预测模型对原始图像进行处理,得到预测误差值。随后,通过流密码技术和块置乱相结合的方式对图像进行加密,以保证图像的鲁棒安全性。最后,利用双向标志编码技术为数据嵌入腾出空间。该方案利用像素间的空间相关性,提高了嵌入率。实验评估表明,与现有最先进的RDHEI技术相比,所提出的方法实现了增强的有效载荷能力。在bosssbase和BOWS-2数据集上的平均嵌入率分别为3.76 bpp和3.37 bpp。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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