{"id":"https://openalex.org/W4389609826","doi":"https://doi.org/10.1109/tdsc.2023.3341427","title":"Steganography With Generated Images: Leveraging Volatility to Enhance Security","display_name":"Steganography With Generated Images: Leveraging Volatility to Enhance Security","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389609826","doi":"https://doi.org/10.1109/tdsc.2023.3341427"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2023.3341427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2023.3341427","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100630299","display_name":"Jiansong Zhang","orcid":"https://orcid.org/0000-0001-9288-8665"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiansong Zhang","raw_affiliation_strings":["CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation"],"raw_orcid":"https://orcid.org/0000-0001-9288-8665","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045121980","display_name":"Kejiang Chen","orcid":"https://orcid.org/0000-0002-9868-3414"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejiang Chen","raw_affiliation_strings":["CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation"],"raw_orcid":"https://orcid.org/0000-0002-9868-3414","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033791278","display_name":"Weixiang Li","orcid":"https://orcid.org/0000-0001-5094-6548"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixiang Li","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5094-6548","affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067689180","display_name":"Weiming Zhang","orcid":"https://orcid.org/0000-0001-5576-6108"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Zhang","raw_affiliation_strings":["CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation"],"raw_orcid":"https://orcid.org/0000-0001-5576-6108","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064573190","display_name":"Nenghai Yu","orcid":"https://orcid.org/0000-0003-4417-9316"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nenghai Yu","raw_affiliation_strings":["CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation"],"raw_orcid":"https://orcid.org/0000-0003-4417-9316","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Electro-Magnetic Space Information, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Anhui Province Key Laboratory of Cyberspace Security Situation Awareness and Evaluation","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":1.9053,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.87042963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"3994","last_page":"4005"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/steganalysis","display_name":"Steganalysis","score":0.9285516142845154},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.923836350440979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8089811205863953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5655593276023865},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5558199882507324},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48371580243110657},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4505763351917267},{"id":"https://openalex.org/keywords/steganography-tools","display_name":"Steganography tools","score":0.4369584918022156},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.4132794141769409},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3976971507072449},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.36383360624313354},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27390506863594055}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.9285516142845154},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.923836350440979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8089811205863953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5655593276023865},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5558199882507324},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48371580243110657},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4505763351917267},{"id":"https://openalex.org/C13179402","wikidata":"https://www.wikidata.org/wiki/Q7606662","display_name":"Steganography tools","level":4,"score":0.4369584918022156},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.4132794141769409},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3976971507072449},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.36383360624313354},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27390506863594055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2023.3341427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2023.3341427","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3522355713","display_name":null,"funder_award_id":"2022M722192","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3828173677","display_name":null,"funder_award_id":"62121002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3986437333","display_name":null,"funder_award_id":"62002334","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4538375728","display_name":null,"funder_award_id":"U2336206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4838404910","display_name":null,"funder_award_id":"62102386","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5387255458","display_name":null,"funder_award_id":"62202310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1976570511","https://openalex.org/W2009130368","https://openalex.org/W2028197392","https://openalex.org/W2108598243","https://openalex.org/W2134527668","https://openalex.org/W2154026545","https://openalex.org/W2170598445","https://openalex.org/W2230451675","https://openalex.org/W2542290803","https://openalex.org/W2543123829","https://openalex.org/W2615273237","https://openalex.org/W2751202750","https://openalex.org/W2798405286","https://openalex.org/W2799386263","https://openalex.org/W2914062350","https://openalex.org/W2949862294","https://openalex.org/W2960139675","https://openalex.org/W2963163163","https://openalex.org/W2963966654","https://openalex.org/W2964024144","https://openalex.org/W3013708462","https://openalex.org/W3035574324","https://openalex.org/W3088440139","https://openalex.org/W3138564696","https://openalex.org/W3172949370","https://openalex.org/W3192789783","https://openalex.org/W3204937802","https://openalex.org/W3212386989","https://openalex.org/W4214592884","https://openalex.org/W4225758314","https://openalex.org/W4255375128","https://openalex.org/W4293057081","https://openalex.org/W4312416962","https://openalex.org/W4312933868","https://openalex.org/W4321617540","https://openalex.org/W6713645886","https://openalex.org/W6752910514","https://openalex.org/W6763509872","https://openalex.org/W6790978476"],"related_works":["https://openalex.org/W2154118756","https://openalex.org/W129330134","https://openalex.org/W1965991389","https://openalex.org/W2166431153","https://openalex.org/W2158736088","https://openalex.org/W1659544335","https://openalex.org/W2370747589","https://openalex.org/W1974279004","https://openalex.org/W2093508258","https://openalex.org/W1533972467"],"abstract_inverted_index":{"The":[0,63],"development":[1],"of":[2,17,54,65,76,86,95,114,121,128,134],"generative":[3,22,35,55,66],"AI":[4],"applications":[5],"has":[6],"revolutionized":[7],"the":[8,52,70,83,87,111,115,126,129,131,159,163,184],"data":[9],"environment":[10],"for":[11,33,47,146],"steganography,":[12],"providing":[13],"a":[14,43,74,175],"new":[15],"source":[16],"steganographic":[18,105,147,178],"cover.":[19],"However,":[20],"existing":[21,171],"data-based":[23],"steganography":[24,45],"methods":[25,192],"typically":[26],"require":[27],"white-box":[28],"access,":[29],"rendering":[30],"them":[31,109],"unsuitable":[32],"black-box":[34,61],"models.":[36],"To":[37,100],"overcome":[38],"this":[39],"limitation,":[40],"we":[41,103,166],"propose":[42],"novel":[44],"method":[46,186],"generated":[48,90,122,135],"images,":[49],"which":[50,140],"leverages":[51],"volatility":[53,64,96,113],"models":[56,67],"and":[57,124,190,197],"is":[58],"applicable":[59],"in":[60,97,193],"scenarios.":[62],"refers":[68],"to":[69,72,150,173],"ability":[71],"generate":[73],"series":[75],"images":[77,91,153,160],"with":[78,110,170],"slight":[79],"variations":[80],"by":[81,107,118,162],"fine-tuning":[82],"input":[84],"parameters":[85,127],"model.":[88,116,164],"These":[89],"exhibit":[92],"varying":[93],"degrees":[94],"different":[98],"areas.":[99],"resist":[101],"steganalysis,":[102],"mask":[104],"modifications":[106],"confusing":[108],"inherent":[112],"Specifically,":[117],"modeling":[119],"distributions":[120],"pixels":[123,136],"estimating":[125],"distributions,":[130],"occurrence":[132],"probabilities":[133,149],"can":[137],"be":[138],"obtained,":[139],"serve":[141],"as":[142,154,156],"an":[143],"effective":[144],"measure":[145],"modification":[148],"render":[151],"stego":[152],"indistinguishable":[155],"possible":[157],"from":[158],"producible":[161],"Moreover,":[165],"further":[167],"combine":[168],"it":[169],"costs":[172],"develop":[174],"more":[176],"comprehensive":[177],"algorithm.":[179],"Experimental":[180],"results":[181],"show":[182],"that":[183],"proposed":[185],"significantly":[187],"outperforms":[188],"baseline":[189],"comparative":[191],"resisting":[194],"both":[195],"feature-based":[196],"CNN-based":[198],"steganalyzers.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
