author = {Dumitrescu, Sorina and Wu, Xiaolin},
title = {LSB steganalysis based on high-order statistics},
booktitle = {Proceedings of the 7th workshop on Multimedia and security},
- series = {MM\&\#38;Sec '05},
+ series = {MMSec '05},
year = {2005},
isbn = {1-59593-032-9},
location = {New York, NY, USA},
note = {to appear}
}
+@article{DBLP:journals/tsp/DumitrescuWW03,
+ added-at = {2012-02-06T00:00:00.000+0100},
+ author = {Dumitrescu, Sorina and Wu, Xiaolin and Wang, Zhe},
+ biburl = {http://www.bibsonomy.org/bibtex/2556caad9b61980d3458885153a52321c/dblp},
+ ee = {http://dx.doi.org/10.1109/TSP.2003.812753},
+ interhash = {f51bec0b4e4f8aba644eb0938018d2c6},
+ intrahash = {556caad9b61980d3458885153a52321c},
+ journal = {IEEE Transactions on Signal Processing},
+ keywords = {dblp},
+ number = 7,
+ pages = {1995-2007},
+ timestamp = {2012-02-06T00:00:00.000+0100},
+ title = {Detection of LSB steganography via sample pair analysis.},
+ url = {http://dblp.uni-trier.de/db/journals/tsp/tsp51.html#DumitrescuWW03},
+ volume = 51,
+ year = 2003
+}
+
+@inproceedings{DBLP:conf/mmsec/FridrichGD01,
+ added-at = {2007-10-26T00:00:00.000+0200},
+ author = {Fridrich, Jessica J. and Goljan, Miroslav and Du, Rui},
+ biburl = {http://www.bibsonomy.org/bibtex/21c12d6fb5f949f98fabe4ee75cab4f8b/dblp},
+ booktitle = {MMSec},
+ crossref = {DBLP:conf/mmsec/2001},
+ date = {2007-10-26},
+ description = {dblp},
+ editor = {Georganas, Nicolas D. and Popescu-Zeletin, Radu},
+ ee = {http://doi.acm.org/10.1145/1232454.1232466},
+ interhash = {de49b3b9958119616eee66f14060f47f},
+ intrahash = {1c12d6fb5f949f98fabe4ee75cab4f8b},
+ isbn = {1-58113-393-6},
+ keywords = {dblp},
+ pages = {27-30},
+ publisher = {ACM},
+ timestamp = {2007-10-26T00:00:00.000+0200},
+ title = {Reliable detection of LSB steganography in color and grayscale images.},
+ url = {http://dblp.uni-trier.de/db/conf/mmsec/mmsec2001.html#FridrichGD01},
+ year = 2001
+}
+
+
+@proceedings{DBLP:conf/mmsec/2001,
+ editor = {Nicolas D. Georganas and
+ Radu Popescu-Zeletin},
+ title = {Proceedings of the 4th workshop on Multimedia {\&} Security:
+ New Challenges, MM{\&}Sec 2001, Ottawa, Ontario, Canada,
+ October 5, 2001},
+ booktitle = {MM{\&}Sec},
+ publisher = {ACM},
+ year = {2001},
+ isbn = {1-58113-393-6},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+@inproceedings{DBLP:conf/ih/PevnyFB10,
+ added-at = {2010-10-08T00:00:00.000+0200},
+ author = {Pevný, Tomás and Filler, Tomás and Bas, Patrick},
+ biburl = {http://www.bibsonomy.org/bibtex/28d83b7eac2c22ed5e7e072fd43a34248/dblp},
+ booktitle = {Information Hiding},
+ crossref = {DBLP:conf/ih/2010},
+ editor = {Böhme, Rainer and Fong, Philip W. L. and Safavi-Naini, Reihaneh},
+ ee = {http://dx.doi.org/10.1007/978-3-642-16435-4_13},
+ interhash = {b30869c1bb39a2c15b33e05e5139e58b},
+ intrahash = {8d83b7eac2c22ed5e7e072fd43a34248},
+ isbn = {978-3-642-16434-7},
+ keywords = {dblp},
+ pages = {161-177},
+ publisher = {Springer},
+ series = {Lecture Notes in Computer Science},
+ timestamp = {2010-10-08T00:00:00.000+0200},
+ title = {Using High-Dimensional Image Models to Perform Highly Undetectable Steganography.},
+ url = {http://dblp.uni-trier.de/db/conf/ih/ih2010.html#PevnyFB10},
+ volume = 6387,
+ year = 2010
+}
+
+@proceedings{DBLP:conf/ih/2010,
+ editor = {Rainer B{\"o}hme and
+ Philip W. L. Fong and
+ Reihaneh Safavi-Naini},
+ title = {Information Hiding - 12th International Conference, IH 2010,
+ Calgary, AB, Canada, June 28-30, 2010, Revised Selected
+ Papers},
+ booktitle = {Information Hiding},
+ publisher = {Springer},
+ series = {Lecture Notes in Computer Science},
+ volume = {6387},
+ year = {2010},
+ isbn = {978-3-642-16434-7},
+ ee = {http://dx.doi.org/10.1007/978-3-642-16435-4},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+
+@article{DBLP:journals/eswa/ChenCL10,
+ added-at = {2010-07-21T15:44:10.000+0200},
+ author = {Chen, Wen-Jan and Chang, Chin-Chen and Le, T. Hoang Ngan},
+ biburl = {http://www.bibsonomy.org/bibtex/228889a4ab329da28559f0910469f054b/dblp},
+ date = {2010-05-03},
+ ee = {http://dx.doi.org/10.1016/j.eswa.2009.09.050},
+ interhash = {bc34a5f04661fee24ee62c39e76361be},
+ intrahash = {28889a4ab329da28559f0910469f054b},
+ journal = {Expert Syst. Appl.},
+ keywords = {dblp},
+ number = 4,
+ pages = {3292-3301},
+ timestamp = {2010-07-21T15:44:10.000+0200},
+ title = {High payload steganography mechanism using hybrid edge detector.},
+ url = {http://dblp.uni-trier.de/db/journals/eswa/eswa37.html#ChenCL10},
+ volume = 37,
+ year = 2010
+}
+
+@article{DBLP:journals/tifs/FillerJF11,
+ added-at = {2011-09-29T00:00:00.000+0200},
+ author = {Filler, Tomás and Judas, Jan and Fridrich, Jessica J.},
+ biburl = {http://www.bibsonomy.org/bibtex/250e43c05a74eec17524b3df8db442da5/dblp},
+ ee = {http://dx.doi.org/10.1109/TIFS.2011.2134094},
+ interhash = {b27d23ed0c9936d568e16c51378abccd},
+ intrahash = {50e43c05a74eec17524b3df8db442da5},
+ journal = {IEEE Transactions on Information Forensics and Security},
+ keywords = {dblp},
+ number = {3-2},
+ pages = {920-935},
+ timestamp = {2011-09-29T00:00:00.000+0200},
+ title = {Minimizing Additive Distortion in Steganography Using Syndrome-Trellis Codes.},
+ url = {http://dblp.uni-trier.de/db/journals/tifs/tifs6.html#FillerJF11},
+ volume = 6,
+ year = 2011
+}
+
+
+
+@inproceedings{DBLP:conf/ih/Westfeld01,
+ added-at = {2011-06-28T00:00:00.000+0200},
+ author = {Westfeld, Andreas},
+ biburl = {http://www.bibsonomy.org/bibtex/2fea2c6aabf7eba19ceaec93f913e5d8d/dblp},
+ booktitle = {Information Hiding},
+ crossref = {DBLP:conf/ih/2001},
+ editor = {Moskowitz, Ira S.},
+ ee = {http://dx.doi.org/10.1007/3-540-45496-9_21},
+ interhash = {e7eaa917e995dc9373f10304d3e79255},
+ intrahash = {fea2c6aabf7eba19ceaec93f913e5d8d},
+ isbn = {3-540-42733-3},
+ keywords = {dblp},
+ pages = {289-302},
+ publisher = {Springer},
+ series = {Lecture Notes in Computer Science},
+ timestamp = {2011-06-28T00:00:00.000+0200},
+ title = {F5-A Steganographic Algorithm.},
+ url = {http://dblp.uni-trier.de/db/conf/ih/ihw2001.html#Westfeld01},
+ volume = 2137,
+ year = 2001
+}
+
+@proceedings{DBLP:conf/ih/2001,
+ editor = {Ira S. Moskowitz},
+ title = {Information Hiding, 4th International Workshop, IHW 2001,
+ Pittsburgh, PA, USA, April 25-27, 2001, Proceedings},
+ booktitle = {Information Hiding},
+ publisher = {Springer},
+ series = {Lecture Notes in Computer Science},
+ volume = {2137},
+ year = {2001},
+ isbn = {3-540-42733-3},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+@inproceedings{DBLP:conf/ih/KimDR06,
+ added-at = {2007-09-20T00:00:00.000+0200},
+ author = {Kim, Younhee and Duric, Zoran and Richards, Dana},
+ biburl = {http://www.bibsonomy.org/bibtex/2f0324f70d62d9dfba568e393920aaa16/dblp},
+ booktitle = {Information Hiding},
+ crossref = {DBLP:conf/ih/2006},
+ date = {2007-09-20},
+ description = {dblp},
+ editor = {Camenisch, Jan and Collberg, Christian S. and Johnson, Neil F. and Sallee, Phil},
+ ee = {http://dx.doi.org/10.1007/978-3-540-74124-4_21},
+ interhash = {399aab122b39cfd6f6e951a1b276c786},
+ intrahash = {f0324f70d62d9dfba568e393920aaa16},
+ isbn = {978-3-540-74123-7},
+ keywords = {dblp},
+ pages = {314-327},
+ publisher = {Springer},
+ series = {Lecture Notes in Computer Science},
+ timestamp = {2007-09-20T00:00:00.000+0200},
+ title = {Modified Matrix Encoding Technique for Minimal Distortion Steganography.},
+ url = {http://dblp.uni-trier.de/db/conf/ih/ih2006.html#KimDR06},
+ volume = 4437,
+ year = 2006
+}
+
+
+@proceedings{DBLP:conf/ih/2006,
+ editor = {Jan Camenisch and
+ Christian S. Collberg and
+ Neil F. Johnson and
+ Phil Sallee},
+ title = {Information Hiding, 8th International Workshop, IH 2006,
+ Alexandria, VA, USA, July 10-12, 2006. Revised Selcted Papers},
+ booktitle = {Information Hiding},
+ publisher = {Springer},
+ series = {Lecture Notes in Computer Science},
+ volume = {4437},
+ year = {2007},
+ isbn = {978-3-540-74123-7},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+@inproceedings{DBLP:conf/mmsec/FridrichPK07,
+ added-at = {2007-10-26T00:00:00.000+0200},
+ author = {Fridrich, Jessica J. and Pevný, Tomás and Kodovský, Jan},
+ biburl = {http://www.bibsonomy.org/bibtex/26123ac512b5e1fe72a44e73d101d8b95/dblp},
+ booktitle = {MMSec},
+ crossref = {DBLP:conf/mmsec/2007},
+ date = {2007-10-26},
+ description = {dblp},
+ editor = {Kundur, Deepa and Prabhakaran, Balakrishnan and Dittmann, Jana and Fridrich, Jessica J.},
+ ee = {http://doi.acm.org/10.1145/1288869.1288872},
+ interhash = {35c4a20b41b7861bcb09c9ff335ac601},
+ intrahash = {6123ac512b5e1fe72a44e73d101d8b95},
+ isbn = {978-1-59593-857-2},
+ keywords = {dblp},
+ pages = {3-14},
+ publisher = {ACM},
+ timestamp = {2007-10-26T00:00:00.000+0200},
+ title = {Statistically undetectable jpeg steganography: dead ends challenges, and opportunities.},
+ url = {http://dblp.uni-trier.de/db/conf/mmsec/mmsec2007.html#FridrichPK07},
+ year = 2007
+}
+
+@proceedings{DBLP:conf/mmsec/2007,
+ editor = {Deepa Kundur and
+ Balakrishnan Prabhakaran and
+ Jana Dittmann and
+ Jessica J. Fridrich},
+ title = {Proceedings of the 9th workshop on Multimedia {\&} Security,
+ MM{\&}Sec 2007, Dallas, Texas, USA, September 20-21, 2007},
+ booktitle = {MM{\&}Sec},
+ publisher = {ACM},
+ year = {2007},
+ isbn = {978-1-59593-857-2},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+@inproceedings{DBLP:conf/mediaforensics/FillerJF10,
+ added-at = {2010-08-21T00:00:00.000+0200},
+ author = {Filler, Tomás and Judas, Jan and Fridrich, Jessica J.},
+ biburl = {http://www.bibsonomy.org/bibtex/23405985533dce431b5013941a2c2c2cc/dblp},
+ booktitle = {Media Forensics and Security},
+ crossref = {DBLP:conf/mediaforensics/2010},
+ editor = {Memon, Nasir D. and Dittmann, Jana and Alattar, Adnan M. and Delp, Edward J.},
+ ee = {http://dx.doi.org/10.1117/12.838002},
+ interhash = {a3d2215b959361a30f0b48f15c012bc9},
+ intrahash = {3405985533dce431b5013941a2c2c2cc},
+ isbn = {978-0-8194-7934-1},
+ keywords = {dblp},
+ pages = 754105,
+ publisher = {SPIE},
+ series = {SPIE Proceedings},
+ timestamp = {2010-08-21T00:00:00.000+0200},
+ title = {Minimizing embedding impact in steganography using trellis-coded quantization.},
+ url = {http://dblp.uni-trier.de/db/conf/mediaforensics/mediaforensics2010.html#FillerJF10},
+ volume = 7541,
+ year = 2010
+}
+
+
+@proceedings{DBLP:conf/mediaforensics/2010,
+ editor = {Nasir D. Memon and
+ Jana Dittmann and
+ Adnan M. Alattar and
+ Edward J. Delp},
+ title = {Media Forensics and Security II, part of the IS{\&}T-SPIE
+ Electronic Imaging Symposium, San Jose, CA, USA, January
+ 18-20, 2010, Proceedings},
+ booktitle = {Media Forensics and Security},
+ publisher = {SPIE},
+ series = {SPIE Proceedings},
+ volume = {7541},
+ year = {2010},
+ isbn = {978-0-8194-7934-1},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+
+@article{Luo:2010:EAI:1824719.1824720,
+ author = {Luo, Weiqi and Huang, Fangjun and Huang, Jiwu},
+ title = {Edge adaptive image steganography based on LSB matching revisited},
+ journal = {Trans. Info. For. Sec.},
+ issue_date = {June 2010},
+ volume = {5},
+ number = {2},
+ month = jun,
+ year = {2010},
+ issn = {1556-6013},
+ pages = {201--214},
+ numpages = {14},
+ url = {http://dx.doi.org/10.1109/TIFS.2010.2041812},
+ doi = {10.1109/TIFS.2010.2041812},
+ acmid = {1824720},
+ publisher = {IEEE Press},
+ address = {Piscataway, NJ, USA},
+ keywords = {Content-based steganography, content-based steganography, least-significant-bit (LSB)-based steganography, pixel-value differencing (PVD), security, steganalysis},
+}
+
+@article{Mielikainen06,
+ author = {Mielikainen, J.},
+ title = {LSB Matching Revisited},
+ journal = {Signal Processing Letters},
+ year = {2006},
+ OPTkey = {},
+ volume = {13},
+ number = {5},
+ pages = {285--287},
+ month = may,
+ OPTnote = {},
+ OPTannote = {}
+}
+
+
+
+
+
+@article{Liu:2008:FMP:1284917.1285196,
+ author = {Liu, Qingzhong and Sung, Andrew H. and Chen, Zhongxue and Xu, Jianyun},
+ title = {Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images},
+ journal = {Pattern Recogn.},
+ issue_date = {January, 2008},
+ volume = {41},
+ number = {1},
+ month = jan,
+ year = {2008},
+ issn = {0031-3203},
+ pages = {56--66},
+ numpages = {11},
+ url = {http://dx.doi.org/10.1016/j.patcog.2007.06.005},
+ doi = {10.1016/j.patcog.2007.06.005},
+ acmid = {1285196},
+ publisher = {Elsevier Science Inc.},
+ address = {New York, NY, USA},
+ keywords = {DENFIS, Image complexity, LSB matching, SVMRFE, Steganalysis},
+}
+
+
+
+@InProceedings{LHS08,
+ author = {Bin Li and Jiwu Huang and Yun Q. Shi},
+ title = {Textural features based universal steganalysis},
+ OPTcrossref = {},
+ OPTkey = {},
+ booktitle = {Proc. SPIE 6819},
+ pages = {12},
+ year = {2008},
+ OPTeditor = {},
+ OPTvolume = {6819},
+
+ OPTseries = {},
+ OPTaddress = {},
+ month = feb,
+ OPTorganization = {},
+ OPTpublisher = {},
+ OPTnote = {},
+ OPTannote = {}
+}
+
+
+@InProceedings{KF11,
+ author = {Jan Kodovský and Jessica Fridrich},
+ title = {Steganalysis in high dimensions: Fusing classifiers built on random subspaces},
+ OPTcrossref = {},
+ OPTkey = {},
+ booktitle = { Proc. SPIE, Electronic Imaging, Media Watermarking, Security, and Forensics XIII},
+ OPTpages = {},
+ year = {2011},
+ OPTeditor = {},
+ OPTvolume = {},
+ OPTnumber = {},
+ OPTseries = {},
+ OPTaddress = {},
+ OPTmonth = {},
+ OPTorganization = {},
+ OPTpublisher = {},
+ OPTnote = {},
+ OPTannote = {}
+}
+
+@article{DBLP:journals/tifs/KodovskyFH12,
+ author = {Jan Kodovsk{\'y} and
+ Jessica J. Fridrich and
+ Vojtech Holub},
+ title = {Ensemble Classifiers for Steganalysis of Digital Media},
+ journal = {IEEE Transactions on Information Forensics and Security},
+ volume = {7},
+ number = {2},
+ year = {2012},
+ pages = {432-444},
+ ee = {http://dx.doi.org/10.1109/TIFS.2011.2175919},
+ bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+
+
+@article{Fillatre:2012:ASL:2333143.2333587,
+ author = {Fillatre, Lionel},
+ title = {Adaptive Steganalysis of Least Significant Bit Replacement in Grayscale Natural Images},
+ journal = {Trans. Sig. Proc.},
+ issue_date = {February 2012},
+ volume = {60},
+ number = {2},
+ month = feb,
+ year = {2012},
+ issn = {1053-587X},
+ pages = {556--569},
+ numpages = {14},
+ url = {http://dx.doi.org/10.1109/TSP.2011.2174231},
+ doi = {10.1109/TSP.2011.2174231},
+ acmid = {2333587},
+ publisher = {IEEE Press},
+ address = {Piscataway, NJ, USA},
+}
\ No newline at end of file