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Memoryless Hash-Based Perceptual Image Authentication

机译:基于记忆哈希的感知图像认证

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It is well known that the rapid development of multimedia technologies has led to a huge growth of image editing tools. The popularity of image editing tools has further resulted in the growth of image illegal utilization. Unlike the traditional information authentication, perceptual image hashing approaches are recently proposed for content-based image authentication, which can distinguish maliciously altered images from the perceptually identical ones. However, these approaches need some other information to achieve the authentication, such as the hash codes of original images. Semi-fragile watermarking is also presented to deal with content-based authentication; however this approach focuses more on some specific aspect of robustness, for example JEPG compression. Hence, to avoid extra information storage and simultaneously achieve a global robustness against common image processing manipulations, this paper presents a memoryless hash-based perceptual image authentication algorithm using joint image hashing and watermarking method upon wave atom transform. Experimental results have demonstrated that the proposed algorithm possesses great robustness against common non-malicious manipulations and still keeps high sensitivity to malicious attacks. It can also provide perceptual image authentication successfully without any other information, even the hash codes of original images.
机译:众所周知,多媒体技术的快速发展导致了图像编辑工具的巨大增长。图像编辑工具的普及进一步导致了图像非法利用的增长。与传统信息认证不同,最近提出了基于内容的图像认证的感知图像散列方法,其可以从感知相同的图像认证区分恶意改变的图像。然而,这些方法需要一些其他信息来实现认证,例如原始图像的散列代码。还提出了半脆弱的水印来处理基于内容的身份验证;然而,这种方法更加侧重于鲁棒性的一些特定方面,例如Jepg压缩。因此,为了避免额外的信息存储并同时实现针对常见图像处理操作的全局鲁棒性,本文介绍了一种基于无记录散列的感知图像认证算法和波原子变换时的接合图像散列和水印方法。实验结果表明,该算法对共同的非恶意操纵具有巨大的稳健性,仍然对恶意攻击仍然具有很高的敏感性。它还可以在没有任何其他信息的情况下成功提供感知图像认证,甚至是原始图像的散列代码。

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