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Robust image authentication method surviving JPEG lossy compression

机译:克服JPEG有损压缩的鲁棒图像认证方法

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Abstract: 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. !11
机译:摘要:图像认证通过检测恶意操作来验证图像的原始性。这个目标与图像加水印的目标不同,后者在大多数操作中都将签名嵌入到图像中。现有的图像认证方法均等地对待所有类型的操纵(即,不可接受)。但是,某些应用程序需要能够将可接受的操作(例如压缩)与恶意操作区分开的技术。在本文中,我们描述了一种有效的图像身份验证技术,它可以防止恶意操作,但可以进行JPEG有损压缩。认证签名基于图像的单独块中相同位置的DCT系数之间关系的不变性。当这些系数在JPEG压缩过程中被量化时,将保留这种关系。我们提出的方法可以区分恶意操作和JPEG有损压缩,而不管压缩率有多高。我们还表明,在不同的实际情况下,验证器的设计取决于重新压缩的次数以及在重新压缩过程中图像是否在像素域中被解码为整数值。理论和实验结果表明,该技术对图像认证是有效的。 !11

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