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MP3 audio steganalysis - ScienceDirect
https://www.sciencedirect.com/science/article/pii/S0020025512006780
The relation between audio steganalysis performance and signal complexity is also studied experimentally. Three feature selection methods are employed to further enhance the detection accuracy. Our approach successfully detects information-hiding in MP3 audio, in each category of signal complexity and modification density, especially in audio ...
Audio Steganalysis with Convolutional Neural Network ...
https://dl.acm.org/doi/10.1145/3082031.3083234
MP3 audio steganalysis. Information Sciences 231 (2013), 123--134. Google Scholar Digital Library; Yanzhen Ren, Tingting Cai, Ming Tang, and Lina Wang. 2015. AMR Steganalysis Based on the Probability of Same Pulse Position. IEEE Transactions on Information Forensics and Secu- rity 10, 9 (Sept 2015), 1801--1811.
Audio Steganalysis with Improved Convolutional Neural ...
https://dl.acm.org/doi/10.1145/3335203.3335736
Audio steganalysis with convolutional neural network. In Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security. ACM, 85--90. Google Scholar Digital Library; Tomávs Filler, Jan Judas, and Jessica Fridrich. 2011. Minimizing additive distortion in steganography using syndrome-trellis codes.
(PDF) Morphological Steganalysis of Audio Signals and …
https://www.academia.edu/69509045/Morphological_Steganalysis_of_Audio_Signals_and_the_Principle_of_Diminishing_Marginal_Distortions
MORPHOLOGICAL STEGANALYSIS OF AUDIO SIGNALS AND THE PRINCIPLE OF DIMINISHING MARGINAL DISTORTIONS Oktay Altun, Gaurav Sharma, Mehmet Celik, Mark Sterling, Edward Titlebaum, Mark Bocko Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, 14627 ABSTRACT ital images may be extended to the audio domain, …
Derivative-Based Audio Steganalysis
https://www.shsu.edu/~qxl005/New/Publications/TOMCCAP_audiosteganalysis.pdf
The relation between audio steganalysis performance and signal complexity is also studied experimentally. Our approach leads to dramatic improvements over the original signal-based Mel-cepstrum audio steganalysis and delivers high detection accuracy, even for audio streams with high signal complexity–while in such cases the
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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