Alpha channel-Based Indicator For Robustness Forward/Backward LSB Steganography

Laila AlFaqawi, Mohamed AbuHaya, T. Barhoom
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引用次数: 1

Abstract

Steganography is important technique for protecting confidential media (text, image, audio, etc.) by embedding it on another media object calling a cover or carrier, subject to no one can discovered. There is a conflict between the developers of Steganography and Steganalysis (detecting hidden messages), Therefore, there must be a rapid development in the creation of complex algorithms to hide information in a way that is difficult to analyze and access. This research introduces a new image steganography technique, Alpha Channel Based Steganography, that differently others algorithms by hiding secret information depending on Alpha Channel where using RGB channels as search space and alpha channel as an indicator for hiding and retrieving confidential data. two least significance bits in alpha channel using to indicate which RGB channel have the secret bit and other two to indicate the rounds number and type (forward and backward search) until secret message end. Using Alpha Channel in the introduced algorithm increase robustness against Steganalysis. Moreover, the capacity of hidden information has also increased due to the quadrupling of the search field in one image, where no visual attack can detect stego image even with maximum hiding capacity. After testing, evaluating and comparing with other algorithms, the proposed algorithm scoring 0% in MSE test, infinite in PSNR test, and 1 for SSIM test, the result of testing indicate that the proposed algorithm achieves the best results according to steganography aspects: imperceptibility, capacity and robustness.
基于Alpha通道的LSB前/后隐写鲁棒性指标
隐写术是一种重要的保护机密媒体(文本、图像、音频等)的技术,通过将其嵌入另一个媒体对象(称为掩护或载体),使其不被任何人发现。隐写术(Steganography)和隐写分析(Steganalysis)的开发人员之间存在冲突,因此,必须快速开发复杂的算法,以难以分析和访问的方式隐藏信息。本文介绍了一种新的图像隐写技术——基于Alpha通道的隐写技术,该技术与其他算法不同,它利用RGB通道作为搜索空间,Alpha通道作为隐藏和检索机密数据的指示器,通过Alpha通道隐藏机密信息。alpha通道中的两个最低有效位用于指示哪个RGB通道具有秘密位,另外两个用于指示舍入数和类型(向前和向后搜索),直到秘密消息结束。在引入的算法中使用Alpha通道增加了对隐写分析的鲁棒性。此外,由于一幅图像的搜索范围扩大了四倍,隐藏信息的容量也增加了,即使隐藏容量最大,也没有视觉攻击可以检测到隐藏图像。经过测试、评价和与其他算法的比较,本文算法在MSE测试中得分为0%,在PSNR测试中得分为无穷大,在SSIM测试中得分为1,测试结果表明本文算法在隐写方面达到了最佳效果:隐蔽性、容量和鲁棒性。
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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