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Evolving GA Classifiler for Audio Steganalysis based on ...

    https://www.researchgate.net/publication/4266934_Evolving_GA_Classifiler_for_Audio_Steganalysis_based_on_Audio_Quality_Metrics#:~:text=The%20implementation%20of%20the%20GA%20based%20audio%20steganalyzer,that%20the%20proposed%20technique%20provides%20promising%20detection%20rates.
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Steganalysis of audio based on audio quality metrics

    https://www.spiedigitallibrary.org/conference-proceedings-of-spie/5020/1/Steganalysis-of-audio-based-on-audio-quality-metrics/10.1117/12.477313.full
    The basic idea is that, the distribution of various statistical distance measures, calculated on cover audio signals and on stego-audio signals vis-à-vis their denoised versions, are statistically different. The design of audio steganalyzer relies on the choice of these audio quality measures and the construction of a two-class classifier.

(PDF) Steganalysis of Audio Based on Audio Quality Metrics

    https://www.researchgate.net/publication/247647525_Steganalysis_of_Audio_Based_on_Audio_Quality_Metrics
    The basic idea is that, the distribution of various statistical distance measures, calculated on cover audio signals and on stego-audio signals vis-à-vis their denoised versions, are statistically...

Steganalysis of Audio Based on Audio Quality Metrics — NYU ...

    https://nyuscholars.nyu.edu/en/publications/steganalysis-of-audio-based-on-audio-quality-metrics
    The basic idea is that, the distribution of various statistical distance measures, calculated on cover audio signals and on stego-audio signals vis-à-vis their denoised versions, are statistically different. The design of audio steganalyzer relies on the choice of these audio quality measures and the construction of a two-class classifier.

Steganalysis of audio based on audio quality metrics ...

    https://www.deepdyve.com/lp/spie/steganalysis-of-audio-based-on-audio-quality-metrics-KDD6SaBiOI
    The basic idea is that, the distribution of various statistical distance measures, calculated on cover audio signals and on stego-audio signals vis- -vis their denoised versions, are statistically different. The design of audio steganalyzer relies on the choice of these audio quality measures and the construction of a two-class classifier.

Audio Steganalysis based on collaboration of fractal ...

    https://dlnext.acm.org/doi/10.1007/s11042-018-6702-1
    Steganography is the art of concealing a message within a cover media with the least understandable changes. On the other hand, steganalysis algorithms try to distinguish information-carrying signals from clean signals. This paper proposes a new ...

Evolving GA Classifiler for Audio Steganalysis based on ...

    https://www.researchgate.net/publication/4266934_Evolving_GA_Classifiler_for_Audio_Steganalysis_based_on_Audio_Quality_Metrics
    The implementation of the GA based audio steganalyzer relies on the choice of these audio quality metrics and the construction of a two-class classifier, which will …

(PDF) Morphological Steganalysis of Audio Signals and …

    https://www.academia.edu/69509045/Morphological_Steganalysis_of_Audio_Signals_and_the_Principle_of_Diminishing_Marginal_Distortions
    The principle of non-linear transform for audio signals. This transform provides DMD is used to derive a steganalysis tool that detects the presence a morphological “distortion” measure, which is very sensitive to of hidden messages in uncompressed audio files. Detailed analysis the changes arising from data embedding operations.

MP3 audio steganalysis - ScienceDirect

    https://www.sciencedirect.com/science/article/pii/S0020025512006780
    MP3 is a digital audio encoding format which uses a lossy compression algorithm and significantly reduces the amount of data required to represent the audio while still providing audio quality that is, for most listeners, comparable to uncompressed audio. To ensure that the degradation of the audio quality is imperceptible to the auditory ability of most people, …

MP3 audio steganalysis - ScienceDirect

    https://www.sciencedirect.com/science/article/abs/pii/S0020025512006780
    MP3, one of the most widely used digital audio formats, provides a high compression ratio with faithful quality. The widespread use enables MP3 audio files to become excellent covers to carry hidden information in audio steganography on the Internet. Our research, however, indicates that there are few steganalysis methods proposed to detect audio steganograms and that …

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