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Universal JPEG Steganalysis in the Compressed Frequency Domain [chapter]

Johann Barbier, Éric Filiol, Kichenakoumar Mayoura
<span title="">2006</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We present in this paper a new approach for universal JPEG steganalysis and propose studying statistics of the compressed DCT coefficients.  ...  This approach is motivated by the Avalanche Criterion of the JPEG lossless compression step.  ...  Many discussions with them have greatfully improved the quality of this work. We also thank Emmanuel Bresson and Didier Alquié for their comments on the paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11922841_21">doi:10.1007/11922841_21</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q4a5qvk54rakhcsvu74q35fhsm">fatcat:q4a5qvk54rakhcsvu74q35fhsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190225095008/http://pdfs.semanticscholar.org/6c39/5e4fc101b0dd9707cf267f358cbff97aa0d4.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6c/39/6c395e4fc101b0dd9707cf267f358cbff97aa0d4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11922841_21"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Review Article on JPEG Steaganalysis
English

Anuradha Singhal, Tarun Chander
<span title="2014-03-25">2014</span> <i title="Seventh Sense Research Group Journals"> International Journal of Computer Trends and Technology </i> &nbsp;
In this paper we try to review JPEG Image Steganalysis Utilizing both Intrablock and Interblock features Correlations  ...  Steganalysis is used to detect hidden information in stego object with little or no knowledge about the steganography algorithm .  ...  Since JPEG transforms spatial data into the frequency domain where it then employs lossy compression, embedding data in the spatial domain before JPEG compression is likely to introduce too much noise  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14445/22312803/ijctt-v9p127">doi:10.14445/22312803/ijctt-v9p127</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/25erfc7sqreenej34czp4o3txy">fatcat:25erfc7sqreenej34czp4o3txy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150324080638/http://ijcttjournal.org/Volume9/number-3/IJCTT-V9P127.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cc/70/cc70208059a6a68233fb26c6dc7008aab858a430.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14445/22312803/ijctt-v9p127"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Review on Steganalysis Techniques: From Image Format Point of View

Sherif MBadr, Goada Ismaial, Ashgan H. Khalil
<span title="2014-09-18">2014</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
General Terms Cover image, stego image, steganography, Keywords Steganalysis, Multimedia documents, Image format, frequency domain steganalysis, spatial domain steganalysis.  ...  Steganalysis is the art and science of detecting the embedded message in a multimedia document, this document may be text, image, audio or video.  ...  Most techniques for JPEG images are frequency domain steganalysis, due to its loosely compression, its steganography techniques is in frequency domain to avoid the loss of the hidden data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/17802-8617">doi:10.5120/17802-8617</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7qrsdifxvfdlzh6rqtdyjpxr34">fatcat:7qrsdifxvfdlzh6rqtdyjpxr34</a> </span>
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New Features For Specific Jpeg Steganalysis

Johann Barbier, Eric Filiol, Kichenakoumar Mayoura
<span title="2008-04-26">2008</span> <i title="Zenodo"> Zenodo </i> &nbsp;
We present in this paper a new approach for specific JPEG steganalysis and propose studying statistics of the compressed DCT coefficients.  ...  This approach is motivated by the Avalanche Criterion of the JPEG lossless compression step.  ...  compressed frequency domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1062007">doi:10.5281/zenodo.1062007</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4vgo425xbneffjnswghar2dtyq">fatcat:4vgo425xbneffjnswghar2dtyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200208155700/https://zenodo.org/record/1062008/files/5957.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/af/1e/af1e727b327c42c780fa25f43a8ef5fc6ae075fb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1062007"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Effect of Recompression on Attacking JPEG Steganographic Schemes An Experimental Study

Yun Q. Shi, Chunhua Che, Wen Chen, Maala P Kaundinya
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kucxvipvevedfgtsl3pnvxorse" style="color: black;">2007 IEEE International Symposium on Circuits and Systems</a> </i> &nbsp;
In the implementation of a few JPEG steganographic schemes such as OutGuess and F5, an additional JPEG compression may take place before data embedding.  ...  Some other informative observations are presented in the paper as well. I.  ...  Among the universal schemes, some can detect steganographic methods applied to both the spatial domain and the JPEG domain [e.g., 1,2,3], whereas some are designed for attacking JPEG steganography [e.g  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iscas.2007.378341">doi:10.1109/iscas.2007.378341</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iscas/ShiCCK07.html">dblp:conf/iscas/ShiCCK07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b4xt3ap5ozdohh4k4lqifbhe6a">fatcat:b4xt3ap5ozdohh4k4lqifbhe6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171026000637/https://core.ac.uk/download/pdf/22874868.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9e/71/9e710dc38b0e60e8e4bec543d3ea1c61e4e49076.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iscas.2007.378341"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Review on Blind Still Image Steganalysis Techniques Using Features Extraction and Pattern Classification Method

Monisha Sharma
<span title="2012-06-30">2012</span> <i title="Academy and Industry Research Collaboration Center (AIRCC)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eimuhl25pvdg3a6gbvy2tjcgpi" style="color: black;">International Journal of Computer Science Engineering and Information Technology</a> </i> &nbsp;
Whereas Steganalysis is the reverse technique in which detection of the secret information is done in the stego image.  ...  They are targeted and blind steganalysis In targeted technique, we first look at steganalysis techniques is designed for a particular steganographic embedding algorithm in mind whereas in blind steganalysis  ...  The alpha-trimmed method estimates steganographic messages within images in the spatial domain and provide flexibility for classifying various steganography methods in the JPEG compression domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijcseit.2012.2308">doi:10.5121/ijcseit.2012.2308</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fdlxaf4k5vfujhpzjniyuxfcg4">fatcat:fdlxaf4k5vfujhpzjniyuxfcg4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602152155/http://www.airccse.org/journal/ijcseit/papers/2312ijcseit08.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6f/60/6f601f129361b5c09c35f3c6649159ae3453ed60.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijcseit.2012.2308"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Comparative Study of Recent Steganography Techniques for Multiple Image Formats

Arshiya Sajid Ansari, Mohammad Sajid Mohammadi, Mohammad Tanvir Parvez
<span title="2019-01-08">2019</span> <i title="MECS Publisher"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rwj7spciv5a47gdqqkgtmu7xvm" style="color: black;">International Journal of Computer Network and Information Security</a> </i> &nbsp;
We also discuss the embedding domains along with a discussion on salient technical properties, applications, limitations, and Steganalysis.  ...  Steganography is the technique for exchanging concealed secret information in a way to avoid suspicion.  ...  JPEG Steganography -Frequency Domain JPEG image format algorithms generally work in the frequency transform domain. They work on the rate at which the pixel values are changing in the spatial domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijcnis.2019.01.02">doi:10.5815/ijcnis.2019.01.02</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d4yzymvaebcx5o7po7l52kzqwy">fatcat:d4yzymvaebcx5o7po7l52kzqwy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427205848/http://www.mecs-press.org/ijcnis/ijcnis-v11-n1/IJCNIS-V11-N1-2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a6/60/a6609979fa134b49f5bef77771692cb3a5e1e915.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijcnis.2019.01.02"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Benchmarking steganographic and steganalysis techniques

Mehdi Kharrazi, Husrev T. Sencar, Nasir Memon, Edward J. Delp III, Ping W. Wong
<span title="2005-03-21">2005</span> <i title="SPIE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aauf57th6zd4diqxn2jsimb7fm" style="color: black;">Security, Steganography, and Watermarking of Multimedia Contents VII</a> </i> &nbsp;
In turn the development of these techniques have led to an increased interest in steganalysis techniques.  ...  In this work, our goal is to compare a number of universal steganalysis techniques proposed in the literature which include techniques based on binary similarity measures, wavelet coefficients' statistics  ...  We would like to thank Emir Dirik and Nishant Mehta for coding some of the techniques used, and Prof. Suel and Yen-Yu Chen for providing us with a list of crawled image links  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.587375">doi:10.1117/12.587375</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sswmc/KharraziSM05.html">dblp:conf/sswmc/KharraziSM05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/va6groyc25cbfjqmr3b2ytlmxe">fatcat:va6groyc25cbfjqmr3b2ytlmxe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226093834/http://pdfs.semanticscholar.org/6f98/c26528df8607eca6647bd75350d45cd8035d.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6f/98/6f98c26528df8607eca6647bd75350d45cd8035d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.587375"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Steganalysis Algorithm for PNG Images Based on Fuzzy Logic Technique

Jawaher alqahtani, Daniyal Alghazzawi, Li Cheng
<span title="2016-11-30">2016</span> <i title="Academy and Industry Research Collaboration Center (AIRCC)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/j62rfr7b3rdbdoatlol5nazobq" style="color: black;">International journal of network security and its applications</a> </i> &nbsp;
However the efficiency and performance of previous approaches still have room for improvement.  ...  In this research, we focus on algorithm design for better efficiency of hidden message detection from PNG files.  ...  Daniyal Alghazzawi, for supporting me and providing me with guidance and all the necessary facilities for the completion of this work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijnsa.2016.8501">doi:10.5121/ijnsa.2016.8501</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uxsmxqslkfdj5jbqeebika3tru">fatcat:uxsmxqslkfdj5jbqeebika3tru</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721090615/http://aircconline.com/ijnsa/V8N6/8616ijnsa01.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/97/96/979632cd6dc2d7f9f5c145291249ccbbd6e408a1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijnsa.2016.8501"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Approaches and Methods for Steganalysis – A Survey

Rathika L, Loganathan B
<span title="2017-06-30">2017</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
This paper gives a survey of the approaches and techniques, tools used in steganalysis. This paper also makes the discussion about the problems of those techniques in the real-time analysis.  ...  The counter technique of image steganography is called as image steganalysis, which begins by recognizing the object that exists in the embedded source file.  ...  Blind / Universal steganalysis: In universal method, the steganalysis algorithm is not recognized by all.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2017.6678">doi:10.17148/ijarcce.2017.6678</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w6ridb6b6ba7vdah7yd3ohrcvm">fatcat:w6ridb6b6ba7vdah7yd3ohrcvm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602100738/https://ijarcce.com/upload/2017/june-17/IJARCCE%2078.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2c/c4/2cc47474d8539ad10de107835639693a1026bc5d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2017.6678"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Performance Evaluation of Different Universal Steganalysis Techniques in JPG Files

Ashraf M. Emam, Mahmoud M. Ouf
<span title="2012-01-01">2012</span> <i title="Uniwersytetu Marii Curie-Sklodowskiej w Lublinie"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ihzzompr6nb2fbvp2fcryioufu" style="color: black;">Annales UMCS Informatica</a> </i> &nbsp;
The trained classifier is then used to test the other half of images, and the reading is reported The "Empirical Transition Matrix in DCT Domain based steganalysis" achieves the highest values among all  ...  the properties measured and it becomes the first choice for the universal steganalysis technique.  ...  JPEG Steganography (Transform Domain) Originally it was thought that it would not be possible to use Steganography with JPEG images because they use lossy compression which results in parts of the image  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/v10065-012-0026-y">doi:10.2478/v10065-012-0026-y</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6oy37l3idvcyjorb325oqauyiy">fatcat:6oy37l3idvcyjorb325oqauyiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190304100856/http://pdfs.semanticscholar.org/c4b1/5df5a29328973006cf5eecb9be16d8eccba9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c4/b1/c4b15df5a29328973006cf5eecb9be16d8eccba9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/v10065-012-0026-y"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

YASS: Yet Another Steganographic Scheme That Resists Blind Steganalysis [chapter]

Kaushal Solanki, Anindya Sarkar, B. S. Manjunath
<span title="">2007</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The errors induced in the embedded data due to the fact that the stego signal must be advertised in a specific format such as JPEG, are dealt with by the use of erasure and error correcting codes.  ...  For the presented JPEG steganograhic scheme, it is shown that the detection rates of recent blind steganalysis schemes are close to random guessing, thus confirming the practical applicability of the proposed  ...  JPEG compression.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-77370-2_2">doi:10.1007/978-3-540-77370-2_2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fw3zzzbdfjepdoadci5kadrwti">fatcat:fw3zzzbdfjepdoadci5kadrwti</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100720024908/http://vision.ece.ucsb.edu/~anindya/research_papers/YASS-ihw-07.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/b1/32b191ee40f91451c3d07c2b9eaf9322662a1bc7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-77370-2_2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Steganalysis Using High-Dimensional Features Derived from Co-occurrence Matrix and Class-Wise Non-Principal Components Analysis (CNPCA) [chapter]

Guorong Xuan, Yun Q. Shi, Cong Huang, Dongdong Fu, Xiuming Zhu, Peiqi Chai, Jianjiong Gao
<span title="">2006</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This paper presents a novel steganalysis scheme with highdimensional feature vectors derived from co-occurrence matrix in either spatial domain or JPEG coefficient domain, which is sensitive to data embedding  ...  The experimental results have demonstrated that the proposed scheme outperforms the existing steganalysis techniques in attacking the commonly used steganographic schemes applied to spatial domain (Spread-Spectrum  ...  The central cut was conducted in the JPEG coefficient domain in order not to involve additional JPEG compression.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20111203074458/http://www.grxuan.org:80/english/(IWDW2006)Steganalysis%20Using%20High-Dimensional%20Features%20Derived%20from%20Co-occurrence%20Matrix%20and%20Class-Wise%20Non-Principal%20Components%20Analysis%20(CNPCA).pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/11/82/1182f76a125fdfcb9093b2c888055b03dbb5b8bb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11922841_5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Performance study of common image steganography and steganalysis techniques

Husrev T. Sencar
<span title="2006-10-01">2006</span> <i title="SPIE-Intl Soc Optical Eng"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2emxxxtvbjco7e2f75dok676dy" style="color: black;">Journal of Electronic Imaging (JEI)</a> </i> &nbsp;
These universal steganalyzers are tested against a number of well-known steganographic embedding techniques that operate in both the spatial and transform domains.  ...  We investigate the performance of state of the art universal steganalyzers proposed in the literature.  ...  We would like to thank Ismail Avcibas, Emir Dirik, and Nishant Mehta for coding some of the techniques used, Torsten Suel and Yen-Yu Chen for providing us with a list of crawled image links, and Po-Chyi  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/1.2400672">doi:10.1117/1.2400672</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qrgudhfuvrbatpg2shce4eqz4e">fatcat:qrgudhfuvrbatpg2shce4eqz4e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120324020637/http://isis.poly.edu:80/memon/pdf/2006_performance%20study.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7d/f7/7df79e77978b21227c36d8187b265ed661773fcc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/1.2400672"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Guest Editorial: Multimedia Information Security and Its Applications in Cloud Computing

Chuan Qin, Weiming Zhang, Xinpeng Zhang
<span title="2018-04-03">2018</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7inqmh346zfjjizjyieh7ijtma" style="color: black;">Multimedia tools and applications</a> </i> &nbsp;
Finally, 18 papers are selected to be included in this special issue, which fall into five main categories: (1) steganography (4 papers), (2) steganalysis (5 papers), (3) Multimed Tools Appl (2018) 77:  ...  All these drawbacks limit the applications of the forensics and other secure techniques in practice, which deserve the in-depth investigations.  ...  of recovering the stego key for LSB steganography in JPEG domain based on the optimal hypothesis test model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11042-018-5831-x">doi:10.1007/s11042-018-5831-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x3tdme6i7vhrbbfrxgpbl44f4a">fatcat:x3tdme6i7vhrbbfrxgpbl44f4a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503085459/https://link.springer.com/content/pdf/10.1007%2Fs11042-018-5831-x.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8f/ea/8fea787ac8516089572edfd9cb8424e6b9222bc2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11042-018-5831-x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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