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Encrypted Domain Mel-Frequency Cepstral Coefficient and Fragile Audio Watermarking

机译:加密域梅尔频率倒谱系数和脆弱的音频水印

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摘要

Audio has become increasingly important in modern social communication and mobile Internet, e.g., the employment of voice messaging in mobile social Apps. In the scenario of cloud computing, we need to consider the privacy protection of the audio content and the integrity of the audio simultaneously. In this paper, we study the application of an encrypted audio fragile watermarking in a privacy-preserving audio authentication system in the cloud. We firstly implement the computation of Mel-frequency cepstral coefficient in the encrypted domain (MFCC-ED) with additive homomorphic encryption. By performing MFCC-ED on the encrypted audio, we extract an encrypted fragile watermark message. The encrypted fragile watermark is then embedding into the encrypted discrete wavelet transform domain. Our experimental results show that the proposed watermarked scheme is fragile that is sensitive to common audio attacks. We also present the localization method that is able to well localize the temper positions.
机译:在现代社交通讯和移动互联网中,例如在移动社交应用中使用语音消息传递,音频已变得越来越重要。在云计算的情况下,我们需要同时考虑音频内容的隐私保护和音频的完整性。在本文中,我们研究了加密音频易碎水印在云中保护隐私的音频认证系统中的应用。我们首先通过加性同态加密在加密域(MFCC-ED)中实现梅尔频率倒谱系数的计算。通过对加密的音频执行MFCC-ED,我们提取了加密的脆弱水印消息。然后将加密的脆弱水印嵌入到加密的离散小波变换域中。我们的实验结果表明,提出的加水印方案很脆弱,对常见的音频攻击很敏感。我们还提出了能够很好地定位回火位置的定位方法。

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