{"id":"https://openalex.org/W4401608840","doi":"https://doi.org/10.1109/tifs.2024.3444311","title":"Establishing Robust Generative Image Steganography via Popular Stable Diffusion","display_name":"Establishing Robust Generative Image Steganography via Popular Stable Diffusion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401608840","doi":"https://doi.org/10.1109/tifs.2024.3444311"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2024.3444311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2024.3444311","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Information Forensics and Security","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/A5001392855","display_name":"Xiaoxiao Hu","orcid":"https://orcid.org/0009-0008-1766-9882"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Hu","raw_affiliation_strings":["Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-1766-9882","affiliations":[{"raw_affiliation_string":"Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359820","display_name":"Sheng Li","orcid":"https://orcid.org/0000-0002-7589-9554"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Li","raw_affiliation_strings":["Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7589-9554","affiliations":[{"raw_affiliation_string":"Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004724820","display_name":"Qichao Ying","orcid":"https://orcid.org/0000-0002-6527-2424"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qichao Ying","raw_affiliation_strings":["Nvidia Corporation, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6527-2424","affiliations":[{"raw_affiliation_string":"Nvidia Corporation, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084672117","display_name":"Wanli Peng","orcid":"https://orcid.org/0000-0001-9636-6928"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanli Peng","raw_affiliation_strings":["Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9636-6928","affiliations":[{"raw_affiliation_string":"Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101889358","display_name":"Xinpeng Zhang","orcid":"https://orcid.org/0000-0002-0212-3501"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpeng Zhang","raw_affiliation_strings":["Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0212-3501","affiliations":[{"raw_affiliation_string":"Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054324316","display_name":"Zhenxing Qian","orcid":"https://orcid.org/0000-0003-1622-0561"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxing Qian","raw_affiliation_strings":["Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1622-0561","affiliations":[{"raw_affiliation_string":"Key Laboratory of Culture and Tourism Intelligent Computing of Ministry of Culture and Tourism, School of Computer Science, and the Laboratory of Multimedia and Artificial Intelligence Security, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.5927,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.99130371,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"19","issue":null,"first_page":"8094","last_page":"8108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":1.0,"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":1.0,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9987000226974487,"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":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.788542628288269},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.6066834926605225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5243411660194397},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5010080337524414},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4511895477771759},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41862428188323975},{"id":"https://openalex.org/keywords/steganography-tools","display_name":"Steganography tools","score":0.41303732991218567},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3900052011013031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.788542628288269},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.6066834926605225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5243411660194397},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5010080337524414},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4511895477771759},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41862428188323975},{"id":"https://openalex.org/C13179402","wikidata":"https://www.wikidata.org/wiki/Q7606662","display_name":"Steganography tools","level":4,"score":0.41303732991218567},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3900052011013031},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2024.3444311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2024.3444311","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1961232708","display_name":null,"funder_award_id":"U22B2047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2724549297","display_name":null,"funder_award_id":"62072114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3935748781","display_name":null,"funder_award_id":"U20A20178","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6435596466","display_name":null,"funder_award_id":"U20B2051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7411823355","display_name":null,"funder_award_id":"2022QY0101","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W68733909","https://openalex.org/W1534147215","https://openalex.org/W1583912456","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1955882805","https://openalex.org/W2092264651","https://openalex.org/W2126134808","https://openalex.org/W2134527668","https://openalex.org/W2169552486","https://openalex.org/W2170598445","https://openalex.org/W2183341477","https://openalex.org/W2192227561","https://openalex.org/W2294087712","https://openalex.org/W2322622188","https://openalex.org/W2621048556","https://openalex.org/W2752796333","https://openalex.org/W2883233582","https://openalex.org/W2892948265","https://openalex.org/W2914062350","https://openalex.org/W2914132244","https://openalex.org/W2963828702","https://openalex.org/W3004040772","https://openalex.org/W3013708462","https://openalex.org/W3035574324","https://openalex.org/W3046549894","https://openalex.org/W3162945253","https://openalex.org/W3180275512","https://openalex.org/W4225758314","https://openalex.org/W4288099666","https://openalex.org/W4288636824","https://openalex.org/W4288804960","https://openalex.org/W4292754606","https://openalex.org/W4293518269","https://openalex.org/W4304091686","https://openalex.org/W4308167501","https://openalex.org/W4311415873","https://openalex.org/W4312416962","https://openalex.org/W4312933868","https://openalex.org/W4366492959","https://openalex.org/W4375870140","https://openalex.org/W4386076273","https://openalex.org/W4386076532","https://openalex.org/W4388283577","https://openalex.org/W4389961174","https://openalex.org/W6635084905","https://openalex.org/W6714644935","https://openalex.org/W6765779288","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6786375611","https://openalex.org/W6791353385","https://openalex.org/W6795288823","https://openalex.org/W6797906067","https://openalex.org/W6811424244","https://openalex.org/W6838327568","https://openalex.org/W6840815571","https://openalex.org/W6842166005","https://openalex.org/W6846007759","https://openalex.org/W6846827642","https://openalex.org/W6850614898","https://openalex.org/W6852611506"],"related_works":["https://openalex.org/W2560172240","https://openalex.org/W3146660591","https://openalex.org/W1995538220","https://openalex.org/W3020816551","https://openalex.org/W2338095724","https://openalex.org/W2804412098","https://openalex.org/W2186632617","https://openalex.org/W2548321233","https://openalex.org/W2188948172","https://openalex.org/W2154118756"],"abstract_inverted_index":{"Generative":[0],"steganography,":[1],"a":[2,54,90,116],"novel":[3,55,117],"paradigm":[4],"in":[5,40,107,142],"information":[6],"hiding,":[7],"has":[8],"garnered":[9],"considerable":[10],"attention":[11],"for":[12,70],"its":[13],"potential":[14],"to":[15,35,37,88,111,124],"withstand":[16],"steganalysis.":[17],"However,":[18],"existing":[19],"generative":[20,57,86],"steganography":[21,59],"approaches":[22],"suffer":[23],"from":[24],"the":[25,68,78,84,98,136],"limited":[26],"visual":[27],"quality":[28],"of":[29,100,139,144],"generated":[30],"images":[31],"and":[32,103,127,149],"are":[33],"challenging":[34],"apply":[36],"lossy":[38,130],"transmissions":[39],"real-world":[41],"scenarios":[42],"with":[43],"unknown":[44],"channel":[45],"attacks.":[46],"To":[47],"address":[48],"these":[49],"issues,":[50],"this":[51],"paper":[52],"proposes":[53],"robust":[56],"image":[58,65,150],"scheme,":[60],"facilitating":[61],"zero-shot":[62],"text-driven":[63],"stego":[64],"generation":[66],"without":[67],"need":[69],"additional":[71],"training":[72],"or":[73],"fine-tuning.":[74],"Specifically,":[75],"we":[76,114],"employ":[77],"popular":[79],"Stable":[80],"Diffusion":[81],"model":[82],"as":[83],"backbone":[85],"network":[87],"establish":[89],"covert":[91],"transmission":[92,131],"channel.":[93],"Our":[94],"proposed":[95],"framework":[96],"overcomes":[97],"challenges":[99],"numerical":[101],"instability":[102],"perturbation":[104],"sensitivity":[105],"inherent":[106],"diffusion":[108],"models.":[109],"Adhering":[110],"Kerckhoff\u2019s":[112],"principle,":[113],"propose":[115],"mapping":[118],"module":[119],"based":[120],"on":[121],"dual":[122],"keys":[123],"enhance":[125],"robustness":[126],"security":[128],"under":[129],"conditions.":[132],"Experimental":[133],"results":[134],"showcase":[135],"superior":[137],"performance":[138],"our":[140],"method":[141],"terms":[143],"extraction":[145],"accuracy,":[146],"robustness,":[147],"security,":[148],"quality.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
