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首页> 外文期刊>Journal of Theoretical and Applied Information Technology >IMAGE STEGANOGRAPHY BASED THE BEHAVIOR OF PARTICLE SWARM OPTIMIZATION
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IMAGE STEGANOGRAPHY BASED THE BEHAVIOR OF PARTICLE SWARM OPTIMIZATION

机译:基于图像象形图的粒子群优化算法

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摘要

The growing possibilities of modern communications and the explosive growth of information technology imposed special means of security. Image steganography is one class of this security. However, in the modern world new techniques are appeared continuously such as swarm intelligence. Therefore, this work presents an enhancement of security in the field of image LSB steganography using the behavior of PSO algorithm. Specifically, SPSO algorithm represents the standard behavior of PSO, QPSO algorithm represents the quantum behavior of PSO and HPSO algorithm represents the human behavior of PSO. In this paper, three image steganography techniques are proposed using (SPSO, QPSO, and HPSO) algorithms. These algorithms are used to determine the best locations in the cover image pixels to embed the secret text message using LSB technique. Therefore, this paper presents a comparison and evaluations between these types of PSO algorithms in the field of image steganography. Experimental results for hiding different size text messages in four BMP cover images with different sizes, prove that the proposed image steganography using QPSO has best performance. However, PSNR of QPSO system stegocovers is (81.709 dB), the PSNR of HPSO system stegocovers is (81.143 dB), and the PSNR of SPSO system stegocovers is (81.012 dB). Hence, the proposed method using quantum behavior of PSO algorithm is the best performance system from steganography point of view.
机译:现代通信的不断增长的可能性和信息技术的爆炸性增长强加了特殊的安全手段。图像隐写术是这种安全性的一类。但是,在现代世界中,诸如群智能之类的新技术不断出现。因此,这项工作提出了使用PSO算法的行为来增强图像LSB隐写术领域的安全性。具体来说,SPSO算法代表PSO的标准行为,QPSO算法代表PSO的量子行为,HPSO算法代表PSO的人为行为。在本文中,提出了三种使用(SPSO,QPSO和HPSO)算法的图像隐写技术。这些算法用于确定封面图像像素中的最佳位置,以使用LSB技术嵌入秘密文本消息。因此,本文对图像隐写术领域中这些类型的PSO算法进行了比较和评估。在四个不同大小的BMP封面图像中隐藏不同大小的文本消息的实验结果证明,使用QPSO提出的图像隐写技术具有最佳性能。但是,QPSO系统隐蔽盖的PSNR为(81.709 dB),HPSO系统隐蔽盖的PSNR为(81.143 dB),而SPSO系统隐蔽盖的PSNR为(81.012 dB)。因此,从隐写术的角度来看,所提出的利用PSO算法的量子行为的方法是性能最好的系统。

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