A novel video steganography algorithm in DCT domain based on hamming and BCH codes

Ramadhan J. Mstafa, K. Elleithy
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引用次数: 28

Abstract

In the past decade, the science of information hiding has gained tremendous significance due to advances in information and communication technology. The performance of any steganographic algorithm relies on the embedding efficiency, embedding payload, and robustness against attackers. Low hidden ratio, less security, and low quality of stego videos are the major issues of many existing steganographic methods. In this paper, we propose a novel video steganography method in DCT domain based on Hamming and BCH codes. To improve the security of the proposed algorithm, a secret message is first encrypted and encoded by using BCH codes. Then, it is embedded into the discrete cosine transform (DCT) coefficients of video frames. The hidden message is embedded into DCT coefficients of each Y, U, and V planes excluding DC coefficients. The proposed algorithm is tested under two types of videos that contain slow and fast moving objects. The experiential results of the proposed algorithm are compared with three existing methods. The comparison results show that our proposed algorithm outperformed other algorithms. The hidden ratio of the proposed algorithm is approximately 27.53%, which is considered as a high hiding capacity with a minimal tradeoff of the visual quality. The robustness of the proposed algorithm was tested under different attacks.
一种基于hamming码和BCH码的DCT域视频隐写算法
在过去的十年中,由于信息和通信技术的进步,信息隐藏科学获得了巨大的意义。任何隐写算法的性能取决于嵌入效率、嵌入有效载荷和对攻击者的鲁棒性。隐藏率低、安全性差、隐写视频质量低等问题是目前许多隐写方法存在的主要问题。本文提出了一种基于汉明码和BCH码的DCT域视频隐写方法。为了提高算法的安全性,首先使用BCH码对秘密消息进行加密和编码。然后将其嵌入到视频帧的离散余弦变换(DCT)系数中。隐藏信息被嵌入到每个Y, U和V平面的DCT系数中,不包括DC系数。在包含慢速和快速运动物体的两种类型的视频中对该算法进行了测试。将该算法的经验结果与现有的三种方法进行了比较。对比结果表明,本文提出的算法优于其他算法。该算法的隐藏率约为27.53%,具有较高的隐藏能力和最小的视觉质量损失。在不同的攻击下测试了算法的鲁棒性。
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