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Hiding data in audio files: A smoothing-based approach to improve the quality of the stego audio

机译:隐藏音频文件中的数据:一种基于平滑的方法可提高隐秘音频的质量

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摘要

In this digital era, transmitting data through a computer network has become common. Moreover, some applications have also been developed to do it. Nevertheless, users may not be aware of the security aspect of this data transmission, which can lead to disclosing this private message. In a case when a sensitive message is the object to transmit, a security mechanism should be applied. Data hiding is one of the methods introduced to work for this issue. In this algorithm, the message is embedded into the cover, such as an audio file, before being transmitted; on the other side, the recipient extracts it. However, the size of the message and the quality of the resulted stego data are still challenging. In this paper, we focus on these two problems by considering some factors: embedding space, embedding process, reducing, and smoothing steps. Firstly, the audio signal is discretized to obtain audio samples. Next, these samples are interpolated to provide spaces for hiding the secret. Considering that the quality of the generated stego audio is likely to drop, reducing and smoothing steps are designed. The experimental results show that this approach can improve the quality of the stego based on the specified payload capacity. That is, there is an increase in PSNR value of at least 10 dB, depending on the payload size and the methods.
机译:在这个数字时代,通过计算机网络传输数据已变得很普遍。此外,还开发了一些应用程序来做到这一点。但是,用户可能不知道此数据传输的安全性,这可能会导致泄露此私人消息。如果敏感消息是要发送的对象,则应应用安全机制。数据隐藏是为解决此问题而引入的方法之一。在这种算法中,消息在传输之前被嵌入到封面(例如音频文件)中;另一方面,接收者将其提取出来。但是,消息的大小和生成的隐秘数据的质量仍然具有挑战性。在本文中,我们通过考虑以下因素来关注这两个问题:嵌入空间,嵌入过程,缩小和平滑步骤。首先,将音频信号离散化以获得音频样本。接下来,对这些样本进行插值,以提供隐藏秘密的空间。考虑到生成的隐身音频的质量可能会下降,因此设计了减少和平滑步骤。实验结果表明,该方法可以根据指定的有效负载容量提高隐身质量。即,取决于有效载荷大小和方法,PSNR值至少增加10 dB。

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