{"id":"https://openalex.org/W7133293124","doi":"https://doi.org/10.1109/ciotsc67482.2025.11413014","title":"Robust Invertible Image Steganography with Vision Transformer Integration","display_name":"Robust Invertible Image Steganography with Vision Transformer Integration","publication_year":2025,"publication_date":"2025-11-07","ids":{"openalex":"https://openalex.org/W7133293124","doi":"https://doi.org/10.1109/ciotsc67482.2025.11413014"},"language":"en","primary_location":{"id":"doi:10.1109/ciotsc67482.2025.11413014","doi":"https://doi.org/10.1109/ciotsc67482.2025.11413014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciotsc67482.2025.11413014","pdf_url":null,"source":{"id":"https://openalex.org/S7407086339","display_name":"International Conference on Computer, Internet of Things and Smart City (CIoTSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Computer, Internet of Things and Smart City (CIoTSC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5126171772","display_name":"Fei Shang","orcid":"https://orcid.org/0000-0003-4037-259X","observed_orcids":["https://orcid.org/0000-0003-4037-259X"]},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Shang","raw_affiliation_strings":["Guangdong Polytechnic Normal University,School of Cyber Security,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Polytechnic Normal University,School of Cyber Security,Guangzhou,China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127881634","display_name":"Haoran Shen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoran Shen","raw_affiliation_strings":["Guangdong Polytechnic Normal University,School of Cyber Security,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Polytechnic Normal University,School of Cyber Security,Guangzhou,China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702304","display_name":"Yifang Chen","orcid":"https://orcid.org/0000-0002-5746-2762","observed_orcids":["https://orcid.org/0000-0002-5746-2762"]},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifang Chen","raw_affiliation_strings":["Guangdong Polytechnic Normal University,School of Cyber Security,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Polytechnic Normal University,School of Cyber Security,Guangzhou,China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127928873","display_name":"Jianhua Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Yang","raw_affiliation_strings":["Guangdong Polytechnic Normal University The State Key Laboratory of Blockchain and Data Security,School of Cyber Security,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Polytechnic Normal University The State Key Laboratory of Blockchain and Data Security,School of Cyber Security,Guangzhou,China","institution_ids":["https://openalex.org/I4210122543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210122543"],"apc_list":null,"apc_paid":null,"fwci":0.3412,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58571623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9970999956130981,"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":0.9970999956130981,"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":0.0010999999940395355,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.0003000000142492354,"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/invertible-neural-networks","display_name":"invertible neural networks","score":0.9660000205039978},{"id":"https://openalex.org/keywords/vision-transformer","display_name":"vision transformer","score":0.9940000176429749},{"id":"https://openalex.org/keywords/jpeg-compression-attacks","display_name":"JPEG compression attacks","score":0.625},{"id":"https://openalex.org/keywords/robustness","display_name":"robustness","score":0.5210000276565552},{"id":"https://openalex.org/keywords/embedding-capacity","display_name":"embedding capacity","score":0.5440000295639038}],"concepts":[{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.7797999978065491},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7026000022888184},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6376000046730042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.635699987411499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104999780654907},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.5857999920845032},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5803999900817871},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.47290000319480896},{"id":"https://openalex.org/C96442724","wikidata":"https://www.wikidata.org/wiki/Q242188","display_name":"Invertible matrix","level":2,"score":0.47099998593330383},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.4422000050544739},{"id":"https://openalex.org/C169805256","wikidata":"https://www.wikidata.org/wiki/Q1361381","display_name":"Transform coding","level":4,"score":0.4221999943256378},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40220001339912415},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.36340001225471497},{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.3467000126838684},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.3305000066757202},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32179999351501465},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.3149999976158142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30820000171661377},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C13179402","wikidata":"https://www.wikidata.org/wiki/Q7606662","display_name":"Steganography tools","level":4,"score":0.2904999852180481},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.2711000144481659},{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.2630999982357025}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ciotsc67482.2025.11413014","doi":"https://doi.org/10.1109/ciotsc67482.2025.11413014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ciotsc67482.2025.11413014","pdf_url":null,"source":{"id":"https://openalex.org/S7407086339","display_name":"International Conference on Computer, Internet of Things and Smart City (CIoTSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Computer, Internet of Things and Smart City (CIoTSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2883233582","https://openalex.org/W2891158090","https://openalex.org/W2997526307","https://openalex.org/W3201670227","https://openalex.org/W4362468085","https://openalex.org/W4366966879","https://openalex.org/W4382318756","https://openalex.org/W4387092851","https://openalex.org/W4392798054","https://openalex.org/W4394734101","https://openalex.org/W4402710294","https://openalex.org/W4403791595","https://openalex.org/W4409327855","https://openalex.org/W4411948993"],"related_works":["https://openalex.org/W4403060692","https://openalex.org/W7117453989","https://openalex.org/W4413001543","https://openalex.org/W4311160792","https://openalex.org/W4410861857","https://openalex.org/W4407130548","https://openalex.org/W7213549189","https://openalex.org/W7123736317","https://openalex.org/W4394734101","https://openalex.org/W4408571642"],"abstract_inverted_index":{"Owing":[0],"to":[1,83,107],"their":[2,55],"efficient":[3],"reversibility":[4],"and":[5,16,33,87,115,147],"bijective":[6],"structure,":[7],"invertible":[8,68],"neural":[9],"networks":[10],"(INNs)":[11],"have":[12],"become":[13],"highly":[14],"favored":[15],"widely":[17],"applied":[18],"in":[19,141],"the":[20,74,80,92,109,112,116],"field":[21],"of":[22,30,95,127,143],"image":[23,69,85,145],"steganography.":[24],"INN-based":[25],"steganographic":[26],"methods":[27],"are":[28],"capable":[29],"automatically":[31],"embedding":[32,125],"extracting":[34],"secret":[35,117],"messages":[36],"while":[37,150],"producing":[38],"stego":[39,47],"images":[40,48],"with":[41],"high":[42],"visual":[43],"quality.":[44],"However,":[45],"when":[46],"undergo":[49],"JPEG":[50,155],"compression":[51,156],"on":[52],"social":[53],"networks,":[54],"robustness":[56,152],"still":[57],"needs":[58],"improvement.":[59],"To":[60],"address":[61],"this":[62],"issue,":[63],"we":[64,99],"propose":[65],"a":[66,101],"robust":[67],"steganography":[70,139],"method":[71,90,134],"that":[72],"integrates":[73],"vision":[75],"transformer":[76],"(ViT).":[77],"By":[78],"enhancing":[79],"network\u2019s":[81],"ability":[82],"model":[84],"structures":[86],"semantics,":[88],"our":[89,133],"improves":[91],"recovery":[93,148],"performance":[94],"INNs.":[96],"In":[97],"addition,":[98],"introduce":[100],"maximum":[102],"mean":[103],"discrepancy":[104],"(MMD)":[105],"loss":[106],"constrain":[108],"correlation":[110],"between":[111],"lost":[113],"information":[114],"message.":[118],"Experimental":[119],"results":[120],"demonstrate":[121],"that,":[122],"under":[123],"an":[124],"capacity":[126],"1":[128],"bit":[129],"per":[130],"pixel":[131],"(bpp),":[132],"significantly":[135],"outperforms":[136],"existing":[137],"deep":[138],"approaches":[140],"terms":[142],"both":[144],"quality":[146],"performance,":[149],"maintaining":[151],"against":[153],"mild":[154],"attacks.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-03-04T00:00:00"}
