{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,5]],"date-time":"2025-01-05T05:20:34Z","timestamp":1736054434267,"version":"3.32.0"},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540287681"},{"type":"electronic","value":"9783540320524"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11551492_4","type":"book-chapter","created":{"date-parts":[[2005,9,27]],"date-time":"2005-09-27T14:39:37Z","timestamp":1127831977000},"page":"39-53","source":"Crossref","is-referenced-by-count":22,"title":["Towards Multi-class Blind Steganalyzer for JPEG Images"],"prefix":"10.1007","author":[{"given":"Tom\u00e1\u0161","family":"Pevn\u00fd","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jessica","family":"Fridrich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"4_CR1","unstructured":"JP Hide&Seek, http:\/\/linux01.gwdg.de\/~alatham\/stego.html"},{"issue":"4","key":"4_CR2","doi-asserted-by":"crossref","first-page":"474","DOI":"10.1109\/49.668971","volume":"16","author":"R.J. Anderson","year":"1998","unstructured":"Anderson, R.J., Petitcolas, F.A.P.: On the limits of steganography. IEEE Journal of Selected Areas in Communications, Special Issue on Copyright and Privacy Protection\u00a016(4), 474\u2013481 (1998)","journal-title":"IEEE Journal of Selected Areas in Communications, Special Issue on Copyright and Privacy Protection"},{"key":"4_CR3","doi-asserted-by":"crossref","unstructured":"Avcibas, I., Memon, N., Sankur, B.: Steganalysis using image quality metrics. In: Proceeedings of SPIE Electronic Imaging, Security and Watermarking of Multimedia Contents, San Jose, CA, vol.\u00a04314, pp. 523\u2013531 (2001)","DOI":"10.1117\/12.435436"},{"key":"4_CR4","doi-asserted-by":"crossref","unstructured":"Avcibas, I., Sankur, B., Memon, N.: Image steganalysis with binary similarity measures. In: Proceedings of International Conference on Image Processing, vol.\u00a03, pp. 645\u2013648 (2002)","DOI":"10.1109\/ICIP.2002.1039053"},{"key":"4_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1007\/3-540-49380-8_21","volume-title":"Information Hiding","author":"C. Cachin","year":"1998","unstructured":"Cachin, C.: An information-theoretic model for steganography. In: Aucsmith, D. (ed.) IH 1998. LNCS, vol.\u00a01525, pp. 306\u2013318. Springer, Heidelberg (1998)"},{"key":"4_CR6","series-title":"Lecture Notes in Computer Science","first-page":"25","volume-title":"Digital Watermarking","author":"R. Chandramouli","year":"2002","unstructured":"Chandramouli, R., Kharrazi, M., Memon, N.: Image steganography and steganalysis. In: Kalker, T., Cox, I., Ro, Y.M. (eds.) IWDW 2003. LNCS, vol.\u00a02939, pp. 25\u201349. Springer, Heidelberg (2002)"},{"key":"4_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/3-540-36415-3_23","volume-title":"Information Hiding","author":"S. Dumitrescu","year":"2003","unstructured":"Dumitrescu, S., Xiaolin, W., Wang, Z.: Detection of LSB steganography via sample pair analysis. In: Petitcolas, F.A.P. (ed.) IH 2002. LNCS, vol.\u00a02578, pp. 355\u2013374. Springer, Heidelberg (2003)"},{"key":"4_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1007\/3-540-36415-3_22","volume-title":"Information Hiding","author":"H. Farid","year":"2003","unstructured":"Farid, H., Siwei, L.: Detecting hidden messages using higher-order statistics and support vector machines. In: Petitcolas, F.A.P. (ed.) IH 2002. LNCS, vol.\u00a02578, pp. 340\u2013354. Springer, Heidelberg (2003)"},{"key":"4_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/978-3-540-30114-1_6","volume-title":"Information Hiding","author":"J. Fridrich","year":"2004","unstructured":"Fridrich, J.: Feature-based steganalysis for JPEG images and its implications for future design of steganographic schemes. In: Fridrich, J. (ed.) IH 2004. LNCS, vol.\u00a03200, pp. 67\u201381. Springer, Heidelberg (2004)"},{"issue":"3","key":"4_CR10","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1007\/s00530-003-0100-9","volume":"9","author":"J. Fridrich","year":"2003","unstructured":"Fridrich, J., Goljan, M., Hogea, D., Soukal, D.: Quantitative steganalysis: Estimating secret message length. ACM Multimedia Systems Journal. Special issue on Multimedia Security\u00a09(3), 288\u2013302 (2003)","journal-title":"ACM Multimedia Systems Journal. Special issue on Multimedia Security"},{"key":"4_CR11","doi-asserted-by":"crossref","unstructured":"Harmsen, J.J., Pearlman, W.A.: Steganalysis of additive noise modelable information hiding. In: Proceedings of SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents V, Santa Clara, CA, pp. 131\u2013142 (2003)","DOI":"10.1117\/12.476813"},{"key":"4_CR12","unstructured":"Hsu, C., Chang, C., Lin, C.: A practical guide to support vector classification. Department of Computer Science and Information Engineering, National Taiwan University, Taiwan, http:\/\/www.csie.ntu.edu.tw\/~cjlin\/papers\/guide\/guide.pdf"},{"key":"4_CR13","unstructured":"Hsu, C., Lin, C.: A comparison of methods for multi-class support vector machines. Technical report, Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan (2001), http:\/\/citeseer.ist.psu.edu\/hsu01comparison.html"},{"key":"4_CR14","doi-asserted-by":"crossref","unstructured":"Katzenbeisser, S., Petitcolas, F.A.P.: Security in steganographic systems. In: Proceedings of SPIE Electronic Imaging, Security and Watermarking of Multimedia Contents IV, San Jose, CA, vol.\u00a04675, pp. 50\u201356 (2002)","DOI":"10.1117\/12.465313"},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Ker, A.: Resampling and the detection of LSB matching in colour bitmaps. In: Proceedings of SPIE Electronic Imaging, Security, Steganography and Watermarking of Multimedia Contents VII, San Jose, CA (2005) (to appear)","DOI":"10.1117\/12.586622"},{"key":"4_CR16","doi-asserted-by":"crossref","unstructured":"Ker, A.: Steganalysis of LSB matching in grayscale images. IEEE Sig. Proc. Letters (2005) (to appear)","DOI":"10.1109\/LSP.2005.847889"},{"key":"4_CR17","doi-asserted-by":"crossref","unstructured":"Kharrazi, M., Sencar, H.T., Memon, N.: Benchmarking steganographic and steganalytic techniques. In: Proceedings of SPIE Electronic Imaging, Security, Steganography and Watermarking of Multimedia Contents VII, San Jose, CA (2005) (to appear)","DOI":"10.1117\/12.587375"},{"key":"4_CR18","doi-asserted-by":"crossref","unstructured":"Lyu, S., Farid, H.: Steganalysis using color wavelet statistics and one-class support vector machines. In: Proceedings of SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents, San Jose, CA, pp. 35\u201345 (2004)","DOI":"10.1117\/12.526012"},{"key":"4_CR19","unstructured":"Platt, J., Cristianini, N., Shawe-Taylor, J.: Large margin DAGs for multiclass classification. In: Solla, S.A., Leen, T.K., Mueller, K.-R. (eds.) Advances in Neural Information Processing Systems, vol.\u00a012, pp. 547\u2013553 (2000)"},{"key":"4_CR20","unstructured":"Provos, N.: Defending against statistical steganalysis. In: 10th USENIX Security Symposium, Washington DC (2001)"},{"key":"4_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1007\/978-3-540-24624-4_12","volume-title":"Digital Watermarking","author":"P. Sallee","year":"2004","unstructured":"Sallee, P.: Model based steganography. In: Kalker, T., Cox, I., Ro, Y.M. (eds.) IWDW 2003. LNCS, vol.\u00a02939, pp. 154\u2013167. Springer, Heidelberg (2004)"},{"key":"4_CR22","doi-asserted-by":"crossref","unstructured":"Soukal, D., Fridrich, J., Goljan, M.: Maximum likelihood estimation of secret message length embedded using PMK steganography in spatial domain. In: Proceedings of SPIE Electronic Imaging, Security, Steganography and Watermarking of Multimedia Contents VII, San Jose, CA (2005) (to appear)","DOI":"10.1117\/12.584426"},{"key":"4_CR23","doi-asserted-by":"crossref","unstructured":"Tzschoppe, R., B\u00e4uml, R., Huber, J.B., Kaup, A.: Steganographic system based on higher-order statistics. In: Proceedings of SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents V, Santa Clara, CA, pp. 156\u2013166 (2003)","DOI":"10.1117\/12.477301"},{"key":"4_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1007\/3-540-45496-9_21","volume-title":"Information Hiding","author":"A. Westfeld","year":"2001","unstructured":"Westfeld, A.: High capacity despite better steganalysis (F5 a steganographic algorithm). In: Moskowitz, I.S. (ed.) IH 2001. LNCS, vol.\u00a02137, pp. 289\u2013302. Springer, Heidelberg (2001)"},{"key":"4_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"344","DOI":"10.1007\/3-540-49380-8_24","volume-title":"Information Hiding","author":"J. Z\u00f6llner","year":"1998","unstructured":"Z\u00f6llner, J., Federrath, H., Klimant, H., Pfitzmann, A., Piotraschke, R., Westfeld, A., Wicke, G., Wolf, G.: Modeling the security of steganographic systems. In: Aucsmith, D. (ed.) IH 1998. LNCS, vol.\u00a01525, pp. 344\u2013354. Springer, Heidelberg (1998)"}],"container-title":["Lecture Notes in Computer Science","Digital Watermarking"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11551492_4.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,4]],"date-time":"2025-01-04T15:57:09Z","timestamp":1736006229000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11551492_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540287681","9783540320524"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/11551492_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}