A Universal Audio Steganalysis Scheme based on Multiscale Spectrograms and DeepResNet

IEEE Transactions on Dependable and Secure Computing ◽

10.1109/tdsc.2022.3141121 ◽

2022 ◽

pp. 1-1

Author(s):

Yanzhen Ren ◽

Dengkai Liu ◽

Chenyu Liu ◽

Qiaochu Xiong ◽

Jianming Fu ◽

...

Keyword(s):

Audio Steganalysis

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Improving Audio Steganalysis Using Deep Residual Networks

Digital Forensics and Watermarking - Lecture Notes in Computer Science ◽

10.1007/978-3-030-43575-2_5 ◽

2020 ◽

pp. 57-70 ◽

Author(s):

Zhenyu Zhang ◽

Xiaowei Yi ◽

Xianfeng Zhao

Keyword(s):

Audio Steganalysis

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Audio steganalysis with content-independent distortion measures

IEEE Signal Processing Letters ◽

10.1109/lsp.2005.862152 ◽

2006 ◽

Vol 13 (2) ◽

pp. 92-95 ◽

Author(s):

I. Avcibas

Keyword(s):

Audio Steganalysis

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A Novel Audio Steganalysis Based on High-Order Statistics of a Distortion Measure with Hausdorff Distance

Lecture Notes in Computer Science - Information Security ◽

10.1007/978-3-540-85886-7_33 ◽

2008 ◽

pp. 487-501 ◽

Author(s):

Yali Liu ◽

Ken Chiang ◽

Cherita Corbett ◽

Rennie Archibald ◽

Biswanath Mukherjee ◽

...

Keyword(s):

Order Statistics ◽

Hausdorff Distance ◽

Distortion Measure ◽

Audio Steganalysis ◽

High Order Statistics

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Audio Steganalysis Based on Lossless Data-Compression Techniques

Information and Communications Security - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34129-8_1 ◽

2012 ◽

pp. 1-9 ◽

Author(s):

Fatiha Djebbar ◽

Beghdad Ayad

Keyword(s):

Data Compression ◽

Lossless Data Compression ◽

Audio Steganalysis

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Temporal Derivative-Based Spectrum and Mel-Cepstrum Audio Steganalysis

IEEE Transactions on Information Forensics and Security ◽

10.1109/tifs.2009.2024718 ◽

2009 ◽

Vol 4 (3) ◽

pp. 359-368 ◽

Author(s):

Qingzhong Liu ◽

A.H. Sung ◽

Mengyu Qiao

Keyword(s):

Temporal Derivative ◽

Audio Steganalysis ◽

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The impact of information fusion in steganalysis on the example of audio steganalysis

10.1117/12.805884 ◽

2009 ◽

Author(s):

Christian Kraetzer ◽

Jana Dittmann

Keyword(s):

Information Fusion ◽

Audio Steganalysis ◽

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Audio Steganalysis with Convolutional Neural Network

Proceedings of the 5th ACM Workshop on Information Hiding and Multimedia Security - IHMMSec '17 ◽

10.1145/3082031.3083234 ◽

2017 ◽

Author(s):

Bolin Chen ◽

Weiqi Luo ◽

Haodong Li

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Audio Steganalysis

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Audio Steganalysis based on Inter-frame correlation and recursive feature elimination

Signal and Data Processing ◽

10.29252/jsdp.15.3.113 ◽

2018 ◽

Vol 15 (3) ◽

pp. 113-122

Author(s):

Fatemeh Ashari ◽

Nooshin Riahi

Keyword(s):

Recursive Feature Elimination ◽

Audio Steganalysis ◽

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Feature Based Audio Steganalysis (FAS)

International Journal of Computer Network and Information Security ◽

10.5815/ijcnis.2012.11.08 ◽

2012 ◽

Vol 4 (11) ◽

pp. 62-73

Author(s):

Souvik Bhattacharyya ◽

Gautam Sanyal

Keyword(s):

Feature Based ◽

Audio Steganalysis

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Session details: Session: Deep Learning & Audio Steganalysis

Proceedings of the ACM Workshop on Information Hiding and Multimedia Security - IH&MMSec'19 ◽

10.1145/3335203.3344339 ◽

2019 ◽

Keyword(s):

Deep Learning ◽

Audio Steganalysis

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