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Efficient And Robust Video Steganography Algorithms For Secure Data Communication

机译:用于安全数据通信的高效且稳健的视频隐写算法

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摘要

Nowadays, the science of information hiding has gained tremendous significance due to advances in information and communication technology. The performance of any steganography method relies on the imperceptibility, embedding capacity, and robustness against attacks. This research provides solutions for the existing video steganography problems by proposing new and effective methods for digital video steganography. The key objectives of our paper are as follows: 1) a highly secure video steganography algorithm based on error correcting codes (ECC); 2) an increased payload video steganography algorithm in the discrete wavelet domain based on ECC; 3) a novel video steganography algorithm based on Kanade-Lucas-Tomasi (KLT) tracking and ECC; 4) a robust video steganography algorithm in the wavelet domain based on KLT tracking and ECC; and 5) a video steganography algorithm based on multiple object tracking and ECC. The experimental results from our research demonstrate that our proposed algorithms achieve higher embedding capacity as well as better imperceptibility of stego videos. Furthermore, the preprocessing stages increase the security and robustness of the proposed algorithms against attacks when compared to state-of-the-art steganographic methods.
机译:如今,由于信息和通信技术的进步,信息隐藏科学已具有巨大的意义。任何隐写术方法的性能都取决于其不易察觉性,嵌入能力和抵抗攻击的鲁棒性。这项研究通过提出新的有效的数字视频隐写术方法,为现有的视频隐写术问题提供了解决方案。本文的主要目标如下:1)基于纠错码(ECC)的高度安全的视频隐写算法; 2)基于ECC的离散小波域中增加的有效载荷视频隐写算法; 3)一种基于Kanade-Lucas-Tomasi(KLT)跟踪和ECC的新型视频隐写算法; 4)基于KLT跟踪和ECC的小波域鲁棒视频隐写算法; 5)基于多目标跟踪和ECC的视频隐写算法。我们研究的实验结果表明,我们提出的算法可实现更高的嵌入能力以及更好的隐身视频感知能力。此外,与最新的隐写方法相比,预处理阶段提高了所提出算法针对攻击的安全性和鲁棒性。

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