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Encrypted audio dataset based on the Collatz conjecture

机译:基于Collat​​z猜想的加密音频数据集

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摘要

In information security, one way to keep a secret content is through encryption. The objective is to alter the content so that it is not intelligible, and therefore only the intended user can reveal the secret content. With the aim to provide examples of encrypted audio data, we applied a novel method of encryption based on the Collatz conjecture in five hundred speech recordings (50 speakers, 10 different messages), and then five hundred encrypted audio files were obtained. The main characteristics of our encrypted recordings are as follows: the spectrogram is quasi-uniform, histograms have a repetitive pattern, average of samples is around −0.4, standard deviation is around 0.55; Shannon entropy is around 7.5 (for 8-bits per sample). The novelty of the results consists in obtaining a completely different behavior than natural speech recordings, i.e.: spectrogram with higher energy in low frequencies, histogram with Gaussian behavior, average of samples around 0, standard deviation around 0.11, entropy around 5.5. A more comprehensive analysis of our encrypted signals may be obtained from the article “High-uncertainty audio signal encryption based on the Collatz conjecture” in the Journal of Information Security and Applications. Keywords: Audio, Encryption, Security, Cryptanalysis, Privacy, Collatz conjecture, Dataset
机译:在信息安全中,保持秘密内容的一种方法是通过加密。目标是改变内容,使其不受理性,因此只有预期的用户可以揭示秘密内容。旨在提供加密音频数据的示例,我们应用了一种基于五百个语音记录(50个扬声器,10个不同消息)的Collat​​z猜想的加密方法,然后获得了五百个加密音频文件。我们加密录制的主要特征如下:谱图是准均匀的,直方图具有重复模式,样品的平均值约为-0.4,标准偏差约为0.55; Shannon熵约为7.5(每个样本的8位)。结果的新颖性包括出于自然语音记录的完全不同的行为,即::频谱图具有较高频率的能量,直方图具有高斯行为,样品的平均值约为0,标准偏差约为0.11,熵约为5.5。对我们的加密信号的更全面的分析可以从信息安全性和应用期刊的文章“基于Collat​​z猜想”中的“高不确定性音频信号加密”获得。关键词:音频,加密,安全性,密码分析,隐私,果强子猜想,数据集

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