{"id":"https://openalex.org/W4396754458","doi":"https://doi.org/10.1109/tcsvt.2024.3398222","title":"An Iterative Two-Stage Probability Adjustment Strategy With Progressive Incremental Searching for Image Steganography","display_name":"An Iterative Two-Stage Probability Adjustment Strategy With Progressive Incremental Searching for Image Steganography","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396754458","doi":"https://doi.org/10.1109/tcsvt.2024.3398222"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3398222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3398222","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5088134851","display_name":"Fan Wang","orcid":"https://orcid.org/0000-0002-2095-5256"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wang","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-2095-5256","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052625301","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0002-0827-9443"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zhang","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-0827-9443","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066341740","display_name":"Zhangjie Fu","orcid":"https://orcid.org/0000-0002-4363-2521"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangjie Fu","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-4363-2521","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":1.4306,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82044718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"10","first_page":"9428","last_page":"9444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9983999729156494,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9962000250816345,"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":0.6066902875900269},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.5723687410354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49172690510749817},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4864332675933838},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46480050683021545},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.43643718957901},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.42360424995422363},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.423445463180542},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41702431440353394},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39601707458496094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6066902875900269},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.5723687410354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49172690510749817},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4864332675933838},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46480050683021545},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.43643718957901},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.42360424995422363},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.423445463180542},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41702431440353394},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39601707458496094},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3398222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3398222","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G331018939","display_name":null,"funder_award_id":"U22B2062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5475295693","display_name":null,"funder_award_id":"2023M741778","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7931053589","display_name":null,"funder_award_id":"62202234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8298994679","display_name":null,"funder_award_id":"2021YFB2700900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G975555798","display_name":null,"funder_award_id":"62172232","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336808","display_name":"National Natural Science Foundation of China-Nuclear Technology Innovation Joint Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W22271197","https://openalex.org/W1604614341","https://openalex.org/W1663899164","https://openalex.org/W1945616565","https://openalex.org/W1955882805","https://openalex.org/W1973466159","https://openalex.org/W1976570511","https://openalex.org/W2009130368","https://openalex.org/W2134527668","https://openalex.org/W2170598445","https://openalex.org/W2192227561","https://openalex.org/W2465668359","https://openalex.org/W2538511122","https://openalex.org/W2542290803","https://openalex.org/W2610979719","https://openalex.org/W2751202750","https://openalex.org/W2794584741","https://openalex.org/W2892948265","https://openalex.org/W2902054981","https://openalex.org/W2949862294","https://openalex.org/W2963957509","https://openalex.org/W2966111271","https://openalex.org/W2969585684","https://openalex.org/W3013708462","https://openalex.org/W3037681428","https://openalex.org/W3044394060","https://openalex.org/W3046549894","https://openalex.org/W3081541465","https://openalex.org/W3088440139","https://openalex.org/W3105479728","https://openalex.org/W3133560326","https://openalex.org/W3163860056","https://openalex.org/W3174051263","https://openalex.org/W3200967845","https://openalex.org/W4210377582","https://openalex.org/W4253000688","https://openalex.org/W4285261174","https://openalex.org/W4293566097","https://openalex.org/W4375869335","https://openalex.org/W4383899706","https://openalex.org/W6640425456","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W2521839693","https://openalex.org/W2969135852","https://openalex.org/W2188948172","https://openalex.org/W38533693","https://openalex.org/W2892069487","https://openalex.org/W2741842698","https://openalex.org/W2887979804","https://openalex.org/W1760333999","https://openalex.org/W2265739152","https://openalex.org/W2094307307"],"abstract_inverted_index":{"Adversarial":[0],"example-based":[1],"steganographic":[2,29],"methods":[3],"that":[4,83,157,195],"utilize":[5],"the":[6,52,74,85,88,118,122,149,173,183,187,204,222],"gradients":[7,146],"of":[8,76,121,186],"target":[9],"steganalyzer":[10],"to":[11,71,109,142,147,170],"update":[12],"symmetric":[13,124],"costs":[14,23],"are":[15],"emerging.":[16],"The":[17,31,191],"existing":[18,32,153],"adversarial":[19],"adjustment":[20,62,89,95,106],"strategies":[21],"for":[22,43,178],"still":[24],"have":[25],"limited":[26],"improvements":[27],"in":[28],"security.":[30],"gradient":[33,40,154,174],"selection":[34,41,155,162,175],"scheme,":[35],"which":[36],"sets":[37],"a":[38,65,93,111,136,160,166],"fixed":[39,161],"ratio":[42,176],"all":[44],"images,":[45],"is":[46],"not":[47],"delicate":[48],"enough.":[49],"To":[50],"address":[51],"above":[53],"problems,":[54],"this":[55],"paper":[56],"proposes":[57],"an":[58,102],"iterative":[59,103],"two-stage":[60,104],"probability":[61,105,150],"strategy":[63,107],"with":[64],"progressive":[66,137,167],"incremental":[67,138],"searching":[68,139,168],"mechanism":[69,140],"(ITPA-PIS)":[70],"further":[72],"improve":[73],"security":[75,201],"updated":[77],"asymmetric":[78,114],"distortions.":[79],"Unlike":[80,152],"previous":[81],"works":[82],"adopted":[84],"cost":[86],"as":[87],"object,":[90,96],"we":[91,133],"explore":[92],"new":[94],"i.e.,":[97],"probability,":[98],"and":[99,211,213,219,225],"then":[100],"design":[101,135],"(ITPA)":[108],"obtain":[110],"more":[112],"secure":[113],"distortion,":[115],"thereby":[116,181],"improving":[117],"anti-detection":[119],"performance":[120,185,202],"traditional":[123],"distortion":[125],"algorithms":[126],"against":[127],"deep":[128],"learning-based":[129],"steganalyzers.":[130],"In":[131],"addition,":[132],"specifically":[134],"(PIS)":[141],"select":[143],"partially":[144],"efficient":[145],"guide":[148],"adjustment.":[151],"schemes":[156],"manually":[158],"set":[159],"ratio,":[163],"PIS":[164],"adopts":[165],"method":[169],"dynamically":[171],"determine":[172],"suitable":[177],"each":[179],"image,":[180],"enhancing":[182],"overall":[184],"proposed":[188,197],"ITPA":[189],"again.":[190],"experimental":[192],"results":[193],"show":[194],"our":[196],"ITPA-PIS":[198],"achieves":[199],"outstanding":[200],"on":[203],"CNN-based":[205],"steganalysis":[206,216],"models":[207,217],"XuNet,":[208],"YedroujNet,":[209],"SRNet,":[210],"EfficientNet":[212],"hand-crafted":[214],"feature-based":[215],"SRM":[218],"MaxSRMd2":[220],"under":[221],"adversary":[223,226],"unawareness":[224],"awareness":[227],"scenarios.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
