{"id":"https://openalex.org/W4412722296","doi":"https://doi.org/10.1109/tbdata.2025.3593381","title":"A Comprehensive Image Protection Framework Based on High-Capacity Adversarial Data Hiding","display_name":"A Comprehensive Image Protection Framework Based on High-Capacity Adversarial Data Hiding","publication_year":2025,"publication_date":"2025-07-28","ids":{"openalex":"https://openalex.org/W4412722296","doi":"https://doi.org/10.1109/tbdata.2025.3593381"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2025.3593381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2025.3593381","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"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 Big Data","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/A5100351523","display_name":"Ming Li","orcid":"https://orcid.org/0000-0003-3385-8364"},"institutions":[{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Li","raw_affiliation_strings":["School of Computer and Information Engineering, Henan Normal University, Xinxiang, China","College of Computer and Information Engineering, Henan Normal University, Xinxiang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan Normal University, Xinxiang, China","institution_ids":["https://openalex.org/I75955062"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Henan Normal University, Xinxiang, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604800","display_name":"Wenwen Zhou","orcid":"https://orcid.org/0009-0007-2307-9582"},"institutions":[{"id":"https://openalex.org/I130750295","display_name":"Xinyang Normal University","ror":"https://ror.org/0190x2a66","country_code":"CN","type":"education","lineage":["https://openalex.org/I130750295"]},{"id":"https://openalex.org/I75955062","display_name":"Henan Normal University","ror":"https://ror.org/00s13br28","country_code":"CN","type":"education","lineage":["https://openalex.org/I75955062"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenwen Zhou","raw_affiliation_strings":["Library of Xinyang Normal University, Xinyang, China","College of Computer and Information Engineering, Henan Normal University, Xinxiang, China"],"affiliations":[{"raw_affiliation_string":"Library of Xinyang Normal University, Xinyang, China","institution_ids":["https://openalex.org/I130750295"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Henan Normal University, Xinxiang, China","institution_ids":["https://openalex.org/I75955062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453383","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0001-5532-3999"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085698418","display_name":"Yushu Zhang","orcid":"https://orcid.org/0000-0001-8183-8435"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushu Zhang","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]},{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037182288","display_name":"Wenying Wen","orcid":"https://orcid.org/0000-0002-3098-4640"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenying Wen","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China","School of Computer and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100351523"],"corresponding_institution_ids":["https://openalex.org/I75955062"],"apc_list":null,"apc_paid":null,"fwci":1.2181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81505368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"11","issue":"6","first_page":"3314","last_page":"3329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9988999962806702,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9988999962806702,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9983999729156494,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9976999759674072,"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":0.8260140419006348},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.701442539691925},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5151289701461792},{"id":"https://openalex.org/keywords/information-hiding","display_name":"Information hiding","score":0.44418567419052124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29194748401641846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260140419006348},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.701442539691925},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5151289701461792},{"id":"https://openalex.org/C3073032","wikidata":"https://www.wikidata.org/wiki/Q15912075","display_name":"Information hiding","level":3,"score":0.44418567419052124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29194748401641846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2025.3593381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2025.3593381","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"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 Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5040639043","display_name":null,"funder_award_id":"252300420376","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G5255232751","display_name":null,"funder_award_id":"62522112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5547888696","display_name":null,"funder_award_id":"62201233","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/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1932198206","https://openalex.org/W1982471090","https://openalex.org/W2117539524","https://openalex.org/W2133665775","https://openalex.org/W2150712096","https://openalex.org/W2194775991","https://openalex.org/W2243397390","https://openalex.org/W2739978749","https://openalex.org/W2752820131","https://openalex.org/W2765424254","https://openalex.org/W2770975812","https://openalex.org/W2883233582","https://openalex.org/W2889466034","https://openalex.org/W2944254724","https://openalex.org/W2963446712","https://openalex.org/W2963448658","https://openalex.org/W2963857521","https://openalex.org/W2969448873","https://openalex.org/W2993028792","https://openalex.org/W2997434368","https://openalex.org/W3001576176","https://openalex.org/W3009756253","https://openalex.org/W3015444470","https://openalex.org/W3016560835","https://openalex.org/W3094821564","https://openalex.org/W3105600986","https://openalex.org/W3107185593","https://openalex.org/W3107990944","https://openalex.org/W3109222419","https://openalex.org/W3135680520","https://openalex.org/W3138669064","https://openalex.org/W3185095134","https://openalex.org/W3197661641","https://openalex.org/W3197689188","https://openalex.org/W4220945375","https://openalex.org/W4253000688","https://openalex.org/W4281490039","https://openalex.org/W4281672231","https://openalex.org/W4299365783","https://openalex.org/W4304091667","https://openalex.org/W4312387228","https://openalex.org/W4313215593","https://openalex.org/W4317931939","https://openalex.org/W4367672926","https://openalex.org/W4381198923","https://openalex.org/W4385490520","https://openalex.org/W4385834252","https://openalex.org/W4402312798","https://openalex.org/W4402968579"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W2172129722","https://openalex.org/W2211324754","https://openalex.org/W2042193908","https://openalex.org/W2371775810"],"abstract_inverted_index":{"In":[0,110,177],"recent":[1],"years,":[2],"a":[3,69,85,115,146],"large":[4],"number":[5],"of":[6,20,127,150],"personal":[7],"images":[8,25],"have":[9,43],"been":[10,44],"uploaded":[11],"to":[12,17,28,76,123],"social":[13],"network":[14],"platforms,":[15],"contributing":[16],"the":[18,74,179,186],"formation":[19],"image":[21,40,75,87,99],"Big":[22],"Data.":[23],"These":[24],"are":[26],"vulnerable":[27],"security":[29,71],"threats,":[30],"e.g.,":[31,46],"privacy":[32,47,100,180,190],"inference,":[33],"copyright":[34,55,104,132,161],"infringement,":[35],"and":[36,54,105,134,162],"malicious":[37],"tampering.":[38],"Many":[39],"protection":[41,48,56,88,101,133,181,191],"methods":[42,49,57,64],"proposed,":[45],"based":[50,58],"on":[51,59],"adversarial":[52,92,118,188],"perturbations,":[53,97],"data":[60,108,119],"hiding.":[61,109],"However,":[62],"these":[63],"can":[65],"only":[66],"deal":[67],"with":[68],"single":[70],"threat":[72],"causing":[73],"suffer":[77],"from":[78],"residual":[79],"threats.":[80],"Therefore,":[81],"this":[82,111],"paper":[83],"proposes":[84],"comprehensive":[86],"framework,":[89,112],"which":[90],"generates":[91],"examples":[93],"by":[94,107],"embedding":[95,126,148],"meaningful":[96],"achieving":[98],"while":[102],"protecting":[103],"integrity":[106,138],"we":[113],"design":[114],"novel":[116],"high-capacity":[117],"hiding":[120],"model":[121],"(HADH)":[122],"support":[124],"adversarially":[125],"adequate":[128],"robust":[129,174],"watermarking":[130,136],"for":[131,137,160],"fragile":[135],"protection.":[139],"Experimental":[140],"results":[141],"show":[142],"that":[143],"HADH":[144],"achieves":[145],"high":[147],"rate":[149],"3.21":[151],"Reed-Solomon":[152],"bits":[153],"per":[154],"pixel":[155],"(RS-bpp),":[156],"providing":[157],"sufficient":[158],"capacity":[159,167],"identity":[163],"verification":[164],"information.":[165],"The":[166],"is":[168,183],"even":[169],"higher":[170],"than":[171,185],"other":[172],"pure":[173],"steganography":[175],"schemes.":[176],"addition,":[178],"performance":[182],"better":[184],"existing":[187],"attack-based":[189],"methods.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
