{"id":"https://openalex.org/W4386536149","doi":"https://doi.org/10.1109/lsp.2023.3313517","title":"Image Steganalysis Network Based on Dual-Attention Mechanism","display_name":"Image Steganalysis Network Based on Dual-Attention Mechanism","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386536149","doi":"https://doi.org/10.1109/lsp.2023.3313517"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2023.3313517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3313517","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5102718599","display_name":"Xuanbo Zhang","orcid":"https://orcid.org/0009-0005-9370-3040"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanbo Zhang","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-9370-3040","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071724015","display_name":"Xinpeng Zhang","orcid":"https://orcid.org/0000-0001-5867-1315"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpeng Zhang","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-5867-1315","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043596876","display_name":"Guorui Feng","orcid":"https://orcid.org/0000-0001-8249-2608"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorui Feng","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8249-2608","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":2.1623,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.88799195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":null,"first_page":"1287","last_page":"1291"},"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":0.9990000128746033,"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":0.9958000183105469,"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":0.8183717727661133},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.7805883288383484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7716355323791504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6534765958786011},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.6188674569129944},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5549943447113037},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.5437676906585693},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4305356740951538},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4033699035644531},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37125927209854126}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.8183717727661133},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.7805883288383484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7716355323791504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6534765958786011},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.6188674569129944},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5549943447113037},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5437676906585693},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4305356740951538},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4033699035644531},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37125927209854126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2023.3313517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3313517","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/G6698752278","display_name":null,"funder_award_id":"62072295","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W22271197","https://openalex.org/W2009130368","https://openalex.org/W2081564928","https://openalex.org/W2170598445","https://openalex.org/W2192227561","https://openalex.org/W2542290803","https://openalex.org/W2621048556","https://openalex.org/W2739185626","https://openalex.org/W2892948265","https://openalex.org/W2910145171","https://openalex.org/W2955425717","https://openalex.org/W2969585684","https://openalex.org/W2998376027","https://openalex.org/W3011963364","https://openalex.org/W3019187848","https://openalex.org/W3037490193","https://openalex.org/W3133560326","https://openalex.org/W3164590246","https://openalex.org/W4214666412","https://openalex.org/W4293057081","https://openalex.org/W4385245566","https://openalex.org/W6739901393","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W2532084905","https://openalex.org/W1536715400","https://openalex.org/W3214301479","https://openalex.org/W1968515670","https://openalex.org/W1583984761","https://openalex.org/W179146903","https://openalex.org/W2370227050","https://openalex.org/W1986769241","https://openalex.org/W2052379569","https://openalex.org/W2083876449"],"abstract_inverted_index":{"Most":[0],"of":[1,18,47,80,89],"the":[2,15,43,48,52,78,81,86,90,98,105,110,119,125,136,154],"existing":[3],"image":[4,91],"steganography":[5,30],"methods":[6],"are":[7],"content":[8],"adaptive":[9],"steganography,":[10],"which":[11,100],"prefer":[12],"to":[13,26,134],"modify":[14],"pixel":[16],"values":[17],"texture":[19,87],"information-rich":[20],"regions,":[21],"making":[22],"them":[23],"more":[24],"difficult":[25],"be":[27,56],"detected.":[28],"Many":[29],"detectors":[31],"have":[32],"been":[33],"developed":[34],"using":[35],"a":[36,65,69,115],"CNN":[37],"network":[38,53],"with":[39,109],"selected":[40],"channels.":[41],"However,":[42],"utilization":[44],"and":[45,71,130,150],"processing":[46],"prior":[49],"information":[50,88],"inside":[51],"may":[54],"not":[55],"completely":[57],"adequate.":[58],"To":[59,83],"address":[60],"such":[61],"problem,":[62],"we":[63],"propose":[64],"strategy":[66,143],"based":[67],"on":[68,153],"spatial":[70,93,149],"channel":[72,122],"multiple":[73],"attention":[74,94,123],"mechanism":[75],"for":[76],"improving":[77],"accuracy":[79],"network.":[82],"further":[84],"exploit":[85],"itself,":[92],"is":[95,101],"used":[96],"throughout":[97],"network,":[99],"achieved":[102],"by":[103],"fusing":[104],"Sobel":[106],"operator":[107],"features":[108],"embedded":[111],"probability":[112],"map":[113],"in":[114,147],"suitable":[116],"way.":[117],"On":[118],"other":[120],"hand,":[121],"uses":[124],"relationship":[126],"between":[127],"two-dimensional":[128],"DCT":[129,151],"global":[131],"average":[132],"pooling":[133],"weight":[135],"features.":[137],"Experimental":[138],"results":[139],"show":[140],"that":[141],"our":[142],"has":[144],"competitive":[145],"performance":[146],"both":[148],"domains":[152],"ALASKA":[155],"#2":[156],"dataset.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}