{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T20:16:23Z","timestamp":1783973783254,"version":"3.55.0"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2018YFB0804103"],"award-info":[{"award-number":["2018YFB0804103"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61862002"],"award-info":[{"award-number":["61862002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1705261"],"award-info":[{"award-number":["U1705261"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1936208"],"award-info":[{"award-number":["U1936208"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tifs.2020.3023279","type":"journal-article","created":{"date-parts":[[2020,9,10]],"date-time":"2020-09-10T20:27:03Z","timestamp":1599769623000},"page":"880-895","source":"Crossref","is-referenced-by-count":197,"title":["VAE-Stega: Linguistic Steganography Based on Variational Auto-Encoder"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8027-9560","authenticated-orcid":false,"given":"Zhong-Liang","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4954-9515","authenticated-orcid":false,"given":"Si-Yu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9981-3682","authenticated-orcid":false,"given":"Yu-Ting","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0382-7770","authenticated-orcid":false,"given":"Zhi-Wen","family":"Hu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3825-2230","authenticated-orcid":false,"given":"Yong-Feng","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"142","article-title":"Learning word vectors for sentiment analysis","volume":"1","author":"maas","year":"2011","journal-title":"Proc Annu Meeting Assoc Comput Linguist Conf Human Lang Technol"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71589-6_10"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3103\/S0146411616080174"},{"key":"ref32","article-title":"An approach for text steganography based on Markov chains","author":"moraldo","year":"2014","journal-title":"arXiv 1409 0915"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0028489"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-012-1313-8"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1162\/153244303322533223"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.4304\/jsw.5.7.785-792"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/0161-119291866883"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ic.2004.02.003"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1288869.1288872"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/COLI_a_00176"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2473815"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1949.tb00928.x"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1181643"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms11374"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.4324\/9781315009421"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1126\/science.1199644"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-43575-2_31"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4684-4730-9_5"},{"key":"ref26","first-page":"1","article-title":"Coverless image steganography using partial-duplicate image retrieval","author":"zhou","year":"2018","journal-title":"Soft Comput"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139192903"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref51","article-title":"Layer normalization","author":"ba","year":"2016","journal-title":"arXiv 1607 06450"},{"key":"ref58","first-page":"1188","article-title":"Distributed representations of sentences and documents","author":"le","year":"2014","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2019.2895286"},{"key":"ref56","first-page":"19","article-title":"Performance analysis on text steganalysis method using a computational intelligence approach","author":"din","year":"2015","journal-title":"Proc Int Conf Elect Eng Comput Sci Inform (EECSI)"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-018-6951-z"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2920313"},{"key":"ref53","article-title":"Twitter sentiment classification using distant supervision","volume":"1","author":"go","year":"2009"},{"key":"ref52","article-title":"Highway networks","author":"kumar srivastava","year":"2015","journal-title":"arXiv 1505 00387"},{"key":"ref10","first-page":"4568","article-title":"Text steganography based on ci-poetry generation using Markov chain model","volume":"10","author":"luo","year":"2016","journal-title":"KSII Trans Internet Inf Syst"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3082031.3083240"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.21437\/Interspeech.2010-343","article-title":"Recurrent neural network based language model","author":"mikolov","year":"2010","journal-title":"Proc INTERSPEECH"},{"key":"ref12","article-title":"Automatically generate steganographic text based on Markov model and Huffman coding","author":"yang","year":"2018","journal-title":"arXiv 1811 04720"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2871746"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00012-7_24"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-3017"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1422"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1115"},{"key":"ref18","first-page":"18","article-title":"GAN-TStega: Text steganography based on generative adversarial networks","author":"yang","year":"2019","journal-title":"Proc Int Workshop Digit Watermark"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-03784-x"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2956590"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71617-4_17"},{"key":"ref6","first-page":"752","article-title":"A sudoku matrix-based method of pitch period steganography in low-rate speech coding","author":"yang","year":"2017","journal-title":"Proc Int Conf Secur Privacy Commun Syst"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-43575-2_29"},{"key":"ref8","first-page":"1167","article-title":"A novel method of speech information hiding based on 3D-magic matrix","volume":"20","author":"zhongliang","year":"2019","journal-title":"J Internet Technol"},{"key":"ref7","article-title":"AAG-stega: Automatic audio generation-based steganography","author":"yang","year":"2018","journal-title":"arXiv 1809 03463"},{"key":"ref49","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s12243-015-0466-7"},{"key":"ref46","first-page":"2980","article-title":"A recurrent latent variable model for sequential data","author":"chung","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref45","article-title":"DRAW: A recurrent neural network for image generation","author":"gregor","year":"2015","journal-title":"arXiv 1502 04623"},{"key":"ref48","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2018","journal-title":"arXiv 1810 04805"},{"key":"ref47","article-title":"Generating sentences from a continuous space","author":"bowman","year":"2015","journal-title":"arXiv 1511 06349"},{"key":"ref42","author":"kahn","year":"1996","journal-title":"The Codebreakers The Comprehensive History of Secret Communication from Ancient Times to the Internet"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2019.2902095"},{"key":"ref44","article-title":"Stochastic backpropagation and approximate inference in deep generative models","author":"rezende","year":"2014","journal-title":"arXiv 1401 4082"},{"key":"ref43","article-title":"Auto-encoding variational bayes","author":"kingma","year":"2013","journal-title":"arXiv 1312 6114"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/9151439\/09193914.pdf?arnumber=9193914","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T20:19:43Z","timestamp":1668716383000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9193914\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/tifs.2020.3023279","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}