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MP3 audio steganalysis - ScienceDirect
https://www.sciencedirect.com/science/article/pii/S0020025512006780
Although in the past years multiple steganalysis methods were designed to detect information-hiding in uncompressed audio, the information-hiding in compressed audio, such as MPEG-1 Audio Layer 3, more commonly referred as MP3, has been barely explored due to the complexity and variety of the compression algorithms.
MP3 audio steganalysis | Information Sciences: an ...
https://dl.acm.org/doi/10.1016/j.ins.2012.10.013
MP3, one of the most widely used digital audio formats, provides a high compression ratio with faithful quality. The widespread use enables MP3 audio …
MP3 Steganalysis | IIT School of Applied Technology
https://appliedtech.iit.edu/information-technology-and-management/projects/mp3-steganalysis
MP3 Steganalysis. Information Technology and Management Project. Students. Ben Khodja Erfan Setork Kbrom Tewoldu Zach Wagner. Faculty. Bill Lidinsky. Field. Cyber Security. Event. ForenSecure 2012. Date. Spring 2012. The MP3 digital audio encoding format is one of the most widely used for the compression of digital audio because of its ability ...
(PDF) MP3 audio steganalysis - researchgate.net
https://www.researchgate.net/publication/256720907_MP3_audio_steganalysis
To deal with the issue of feature selection in MP3 audio steganalysis, we compared three feature selections: ANOVA, 314 SVM–RFE, and a two-step approach …
CNN-based Steganalysis of MP3 Steganography in the …
https://dl.acm.org/doi/10.1145/3206004.3206011
This paper presents an effective steganalytic scheme based on CNN for detecting MP3 steganography in the entropy code domain. These steganographic methods hide secret messages into the compressed audio stream through Huffman code substitution, which usually achieve high capacity, good security and low computational complexity.
audio feature extraction-audio feature extraction for MP3 ...
https://www.mathworks.com/matlabcentral/answers/156408-audio-feature-extraction-audio-feature-extraction-for-mp3-audio-steganalysis
audio feature extraction-audio feature extraction for MP3 -audio steganalysis. Follow 3 views (last 30 days) Show older comments. seyed on 27 Sep 2014. Vote. 0. ⋮ . Vote. 0. Commented: seyed on 27 Sep 2014
Comprehensive Survey of Multimedia Steganalysis ...
https://www.mdpi.com/2073-8994/14/1/117/htm
In image steganalysis, there are standard databases where the most popular are BOSSbase and BOWS2 databases. On the other hand, audio steganalysis was until recent lacked for the standard dataset, where the researchers generated their own datasets. Fortunately, a public dataset for audio steganalysis was generated for WAV, mp3 formats.
A new audio steganalysis method based on linear …
https://link.springer.com/article/10.1007/s11042-017-5123-x
In audio steganalysis, the audio signal sample will act as \hat x (n), which will be predicted by the past p samples in linear prediction, shown in ( 4) ( 5) ( 9) ( 14) ( 15) ( 16 ), then the LPC, LP residual, LP spectrum and LPCC will be obtained. To extract features, we need to split the audio files into about 20 ms frames.
Steganalysis tool to detect steganography in audio/video ...
https://stackoverflow.com/questions/27945119/steganalysis-tool-to-detect-steganography-in-audio-video
After having developed a steganography tool for hiding information in audio and video files using the Least Significant Bit Approach and EOF Byte stuffing, I was looking for software which can detect steganography in those files (WAV, MP3, FLAV ,AVI), to assess the performance of my software. ... There are many steganalysis algorithms which can ...
CNN-based Steganalysis of MP3 Steganography in the …
http://www.media-security.net/wp-content/uploads/1527558074547225.pdf
CNN, entropy code, steganalysis, MP3, QMDCT coefficients, adap-tive ACM Reference Format: Yuntao Wang, Kun Yang, Xiaowei Yi, Xianfeng Zhao, and Zhoujun Xu. 2018. CNN-based Steganalysis of MP3 Steganography in the Entropy Code ... of MP3 audio and extract the residual signal via the second order row differences to improve the sensitivity to the ...
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