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A novel hash function based fragile watermarking method for image integrity

机译:一种新的基于哈希函数的脆弱水印图像完整性方法

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摘要

In recent years, tampering and altering of digital images have become easier with the rapid development of computer technologies such as digital image editing tools. Therefore, verification of image integrity and tamper detection of digital images have become a great challenge. Fragile watermarking is the most widely used method for protecting the integrity and content authenticity of the image. In this paper, by using SHA-256 hash function, a novel block based fragile watermark embedding and tamper detection method is proposed. In watermark embedding phase, host image is divided into 32x32 non-overlapped blocks. Each 32x32 block is then divided into four 16x16 nonoverlapped sub-blocks. The entire hash value of the first three sub-blocks is generated as a watermark using SHA-256 hash function. The generated 256-bit binary watermark is embedded into the least significant bits (LSBs) of the fourth sub-block and watermarked image is obtained. In tamper detection phase, the detection of tampered block has been performed by comparing the hash value obtained from the three sub-blocks with the extracted watermark from the fourth sub-block of the watermarked image. The performance of the proposed method has been evaluated by applying linear and nonlinear attacks to the different regions of the watermarked images. Experimental results show that the proposed method detects all the tampered regions of the attacked images and high visual quality of watermarked images has been obtained.
机译:近年来,随着诸如数字图像编辑工具之类的计算机技术的迅速发展,篡改和改变数字图像变得更加容易。因此,图像完整性的验证和数字图像的篡改检测已成为巨大的挑战。脆弱的水印是最广泛使用的保护图像完整性和内容真实性的方法。本文利用SHA-256哈希函数,提出了一种基于块的新型脆弱水印嵌入和篡改检测方法。在水印嵌入阶段,主机图像分为32x32的非重叠块。然后将每个32x32块划分为四个16x16非重叠子块。使用SHA-256哈希函数将前三个子块的整个哈希值生成为水印。将生成的256位二进制水印嵌入到第四子块的最低有效位(LSB)中,并获得水印图像。在篡改检测阶段,通过将从三个子块获得的哈希值与从水印图像的第四子块中提取的水印进行比较,来进行篡改块的检测。通过对水印图像的不同区域应用线性和非线性攻击,评估了该方法的性能。实验结果表明,该方法能够检测出攻击图像的所有篡改区域,并具有较高的水印图像视觉质量。

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