{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T04:15:23Z","timestamp":1749701723301,"version":"3.41.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319486734"},{"type":"electronic","value":"9783319486741"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-48674-1_39","type":"book-chapter","created":{"date-parts":[[2016,10,31]],"date-time":"2016-10-31T04:00:37Z","timestamp":1477886437000},"page":"440-449","source":"Crossref","is-referenced-by-count":0,"title":["Improvement of Image Universal Blind Detection Based on Training Set Construction"],"prefix":"10.1007","author":[{"given":"Min","family":"Lei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huaifeng","family":"Duan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunru","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huihua","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,11,1]]},"reference":[{"key":"39_CR1","unstructured":"Wan, B.J., Zhang, T., Hou, X.D., Zhu, Z.H.: Image steganalysis method based on boosting algorithm fusion. Comput. Eng. 39, December 2013. (in Chinese)"},{"issue":"2","key":"39_CR2","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1109\/TIFS.2010.2045842","volume":"5","author":"T Pevny","year":"2010","unstructured":"Pevny, T., Bas, P., Fridrich, J.: Steganalysis by subtractive pixel adjacency matrix. IEEE Trans. Inf. Secur. Forensics 5(2), 215\u2013224 (2010)","journal-title":"IEEE Trans. Inf. Secur. Forensics"},{"issue":"3","key":"39_CR3","doi-asserted-by":"crossref","first-page":"868","DOI":"10.1109\/TIFS.2012.2190402","volume":"7","author":"J Fridrich","year":"2012","unstructured":"Fridrich, J., Kodovsky, J.: rich models for steganalysis of digital images. IEEE Trans. Inf. Forensics Secur. 7(3), 868\u2013882 (2012)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"39_CR4","unstructured":"Li, C.X.: Reasearch of steganography and steganalysis of adaptive EA algorithm in spatial domain. Dalian University of Technology, Dalian (2013). (in Chinese)"},{"issue":"2","key":"39_CR5","doi-asserted-by":"crossref","first-page":"432","DOI":"10.1109\/TIFS.2011.2175919","volume":"7","author":"J Kodovsk\u00fd","year":"2012","unstructured":"Kodovsk\u00fd, J., Fridrich, J., Holub, V.: Ensemble classifiers for steganalysis of digital media. IEEE Trans. Inf. Forensics Secur. 7(2), 432\u2013444 (2012)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"39_CR6","doi-asserted-by":"crossref","unstructured":"Kodovsk\u00fd, J., Pevn\u00fd, T., Fridrich, J.: Modern steganalysis can detect YASS. In: Proceedings of SPIE, Electronic Imaging, Security Forensics of Multimedia XII, San Jose, CA, vol. 7541, pp. 02-01\u201302-11, 17\u201321 January 2010","DOI":"10.1117\/12.838768"},{"issue":"1","key":"39_CR7","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forest. Mach. Learn. 45(1), 5\u201332 (2001)","journal-title":"Mach. Learn."},{"key":"39_CR8","unstructured":"Filler, T., Pevn\u00fd, T., Bas, P.: BOSS (Break Our Steganography System) (2014). http:\/\/agents.fel.cvut.cz\/stegodata\/BossBase-1.01-cover.tar.bz2"},{"key":"39_CR9","doi-asserted-by":"crossref","unstructured":"Sharp, T.: An implementation of key-based digital signal steganography. In: Proceedings of the 4th International Workshop on Information Hiding, London, UK, pp. 13\u201326 (2001)","DOI":"10.1007\/3-540-45496-9_2"},{"issue":"2","key":"39_CR10","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1109\/TIFS.2010.2041812","volume":"5","author":"W Luo","year":"2010","unstructured":"Luo, W., Huang, F., Huang, J.: Edge adaptive image steganographybased on LSB matching revisited. IEEE Trans. Inf. Forensics Secur. 5(2), 201\u2013214 (2010)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"39_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1007\/978-3-642-16435-4_13","volume-title":"Information Hiding","author":"T Pevn\u00fd","year":"2010","unstructured":"Pevn\u00fd, T., Filler, T., Bas, P.: Using high-dimensional image models to perform highly undetectable steganography. In: B\u00f6hme, R., Fong, P.W., Safavi-Naini, R. (eds.) IH 2010. LNCS, vol. 6387, pp. 161\u2013177. Springer, Heidelberg (2010). doi: 10.1007\/978-3-642-16435-4_13"},{"key":"39_CR12","doi-asserted-by":"crossref","unstructured":"Filler, T., Fridrich, J., Judas, J.: Minimizing embedding impact in steganography using Trellis-coded quantization. In: Proceedings of SPIE, EI, Media Forensics and Security XII, San Jose, CA, pp. 1\u201314, 18\u201320 January 2010","DOI":"10.1117\/12.838002"},{"issue":"3","key":"39_CR13","doi-asserted-by":"crossref","first-page":"920","DOI":"10.1109\/TIFS.2011.2134094","volume":"6","author":"T Filler","year":"2011","unstructured":"Filler, T., Judas, J., Fridrich, J.: Minimizing additive distortion in steganography using Syndrome-Trellis codes. IEEE Trans. Inf. Forensics Secur. 6(3), 920\u2013935 (2011)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"issue":"4","key":"39_CR14","doi-asserted-by":"crossref","first-page":"1423","DOI":"10.1109\/18.923725","volume":"47","author":"B Chen","year":"2001","unstructured":"Chen, B., Wornell, G.: Quantization index modulation: a class of provably good methods for digital watermarking and information embedding. IEEE Trans. Inf. Theory. 47(4), 1423\u20131443 (2001)","journal-title":"IEEE Trans. Inf. Theory."},{"key":"39_CR15","doi-asserted-by":"crossref","unstructured":"Wu, A., Feng, G.: Payload mismatch detection of image steganalysis using ensemble linear discriminant clustering. IEEE Trans. Signal Process. 1\u20134 (2015)","DOI":"10.1109\/ICSPCC.2015.7338896"},{"key":"39_CR16","doi-asserted-by":"crossref","unstructured":"Dong, Y., Zhang, T., Hou, X., Xu, C.: A new steganalysis paradigm based on image retrieval of similar image-inherent statistical properties and outlier detection. In: Wireless Communications and Signal Processing (WCSP), pp. 1\u20135 (2015)","DOI":"10.1109\/WCSP.2015.7340977"}],"container-title":["Lecture Notes in Computer Science","Cloud Computing and Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-48674-1_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T22:37:21Z","timestamp":1749681441000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-48674-1_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319486734","9783319486741"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-48674-1_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}