区分JPEG压缩和灰度变换与恶意操作的半脆弱水印

Jun Xiao, Zhiqiang Ma, Bai Lin, Jiaorao Su, Ying Wang
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引用次数: 7

摘要

半脆弱水印对给定操作具有鲁棒性,对有意识操作具有脆弱性,是一种有用的数字媒体认证技术。提出了一种接受JPEG压缩和灰度变换的半脆弱图像水印算法。该算法分析了JPEG压缩、DCT系数和灰度变换的特性,对嵌入参数特别是量化步骤进行了优化,保证了算法对给定过程和攻击的鲁棒性和脆弱性。分析了所提出算法对给定图像处理的鲁棒性和脆弱性,结果表明,所提出算法对JPEG压缩、灰度变换以及JPEG压缩与灰度变换相结合具有很强的鲁棒性,而对裁剪、添加签名和中值滤波等恶意攻击则非常脆弱。即,该算法能够准确区分JPEG压缩和灰度变换与其他攻击。
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A semi-fragile watermarking distinguishing JPEG compression and gray-scale-transformation from malicious manipulation
Semi-fragile watermarking which is robust to given operations and fragile to conscious operations, is a useful authentication technique for digital media. In this paper, a novel semi-fragile image watermarking algorithm that accepts JPEG compression and gray-scale-transformation is proposed. In the proposed algorithm, the properties of JPEG compression, DCT coefficients and gray-scale-transformation are analyzed and used to optimize the embedding parameters especially the quantization step, which can make sure of the robustness and frangibility of the algorithm to given processes and attacks. The robustness and frangibility of the proposed algorithm to given image processes are analyzed, and the results show that the proposed algorithm is very robust to JPEG compression, gray-scale-transformation, and the combination of JPEG compression and gray-scale-transformation, while it is very fragile to malicious attacks, such as cropping, adding signature and median filtering. Namely, the proposed algorithm can distinguish JPEG compression and gray-scale-transformation from other attacks accurately.
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