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Robust image authentication method surviving JPEG lossy compression

机译:鲁棒图像认证方法幸存JPEG损耗压缩

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Image authentication verifies the originality of an image by detecting malicious manipulations. This goal is different from that of image watermarking which embeds into the image a signature surviving most manipulations. Existing methods for image authentication treat all types of manipulation equally (i.e., as unacceptable). However, some applications demand techniques that can distinguish acceptable manipulations (e.g., compression) from malicious ones. In this paper, we describe an effective technique for image authentication which can prevent malicious manipulations but allow JPEG lossy compression. The authentication signature is based on the invariance of the relationship between DCT coefficients of the same position in separate blocks of an image. This relationship will be preserved when these coefficients are quantized in a JPEG compression process. Our proposed method can distinguish malicious manipulations from JPEG lossy compression regardless of how high the compression ratio is. We also show that, in different practical cases, the design of authenticator depends on the number of recompression times and on whether the image is decoded into integral values in the pixel domain during the recompression process. Theoretical and experimental results indicate that this technique is effective for image authentication.
机译:图像身份验证通过检测恶意操作来验证图像的原创性。这个目标与图像水印的目标不同,它嵌入到图像中幸存大多数操纵的签名。图像认证的现有方法同样地处理所有类型的操作(即,作为不可接受)。然而,一些应用需求技术可以从恶意中区分可接受的操纵(例如,压缩)。在本文中,我们描述了一种用于图像认证的有效技术,可以防止恶意操纵,但允许JPEG损坏压缩。认证签名基于在图像的单独块中相同位置的DCT系数之间的关系的不变性。当在JPEG压缩过程中量化这些系数时,将保留这种关系。我们所提出的方法可以将恶意操纵与JPEG损耗压缩区分开,无论压缩比如何高。我们还表明,在不同的实际情况下,认证器的设计取决于重新压缩时间的数量,并且在再压缩过程期间图像是否被解码为像素域中的积分值。理论和实验结果表明,该技术对于图像认证是有效的。

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