{"id":"https://openalex.org/W4391306832","doi":"https://doi.org/10.1109/smc53992.2023.10394662","title":"FPA-WAN:Feature Pyramid Attention Based Watermarking Attack Network","display_name":"FPA-WAN:Feature Pyramid Attention Based Watermarking Attack Network","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4391306832","doi":"https://doi.org/10.1109/smc53992.2023.10394662"},"language":"en","primary_location":{"id":"doi:10.1109/smc53992.2023.10394662","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/smc53992.2023.10394662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068503490","display_name":"Chunpeng Wang","orcid":"https://orcid.org/0000-0002-3742-5614"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunpeng Wang","raw_affiliation_strings":["School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinying Li","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinying Li","raw_affiliation_strings":["School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089556891","display_name":"Zhiqiu Xia","orcid":"https://orcid.org/0000-0002-9166-697X"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiu Xia","raw_affiliation_strings":["School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350153","display_name":"Qi Li","orcid":"https://orcid.org/0000-0001-7729-1422"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079553918","display_name":"Ziqi Wei","orcid":"https://orcid.org/0000-0001-9402-8386"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Wei","raw_affiliation_strings":["Institute of Automation Chinese Academy of Sciences,Beijing,China","Institute of Automation Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100749734","display_name":"Bin Ma","orcid":"https://orcid.org/0000-0002-9030-7393"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Ma","raw_affiliation_strings":["School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"School of Cyber Security Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"2271","last_page":"2276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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":0.9994999766349792,"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/digital-watermarking","display_name":"Digital watermarking","score":0.928756833076477},{"id":"https://openalex.org/keywords/watermark","display_name":"Watermark","score":0.8360507488250732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8244167566299438},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6680917143821716},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6064296960830688},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5575185418128967},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.534540593624115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5067039132118225},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47286152839660645},{"id":"https://openalex.org/keywords/watermarking-attack","display_name":"Watermarking attack","score":0.4107145071029663},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40729978680610657},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3932848870754242},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3234301805496216},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25617504119873047},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.1795935034751892},{"id":"https://openalex.org/keywords/public-key-cryptography","display_name":"Public-key cryptography","score":0.12018567323684692},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0756993293762207}],"concepts":[{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.928756833076477},{"id":"https://openalex.org/C164112704","wikidata":"https://www.wikidata.org/wiki/Q7974348","display_name":"Watermark","level":3,"score":0.8360507488250732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8244167566299438},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6680917143821716},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6064296960830688},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5575185418128967},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.534540593624115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5067039132118225},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47286152839660645},{"id":"https://openalex.org/C122760801","wikidata":"https://www.wikidata.org/wiki/Q2552011","display_name":"Watermarking attack","level":5,"score":0.4107145071029663},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40729978680610657},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3932848870754242},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3234301805496216},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25617504119873047},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.1795935034751892},{"id":"https://openalex.org/C203062551","wikidata":"https://www.wikidata.org/wiki/Q201339","display_name":"Public-key cryptography","level":3,"score":0.12018567323684692},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0756993293762207},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C7646194","wikidata":"https://www.wikidata.org/wiki/Q4818713","display_name":"Attribute-based encryption","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53992.2023.10394662","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/smc53992.2023.10394662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1493698890","https://openalex.org/W2006844882","https://openalex.org/W2024399535","https://openalex.org/W2072906874","https://openalex.org/W2185943130","https://openalex.org/W2420631737","https://openalex.org/W2532790758","https://openalex.org/W2545788951","https://openalex.org/W2576609974","https://openalex.org/W2607041014","https://openalex.org/W2791688134","https://openalex.org/W2947156405","https://openalex.org/W2963091558","https://openalex.org/W2999583500","https://openalex.org/W3001576176","https://openalex.org/W3049596811","https://openalex.org/W3092506402","https://openalex.org/W3112873422","https://openalex.org/W4205151327","https://openalex.org/W4205520414","https://openalex.org/W4285205648","https://openalex.org/W4310520205","https://openalex.org/W4317243208","https://openalex.org/W6686898892","https://openalex.org/W6781647060"],"related_works":["https://openalex.org/W2137394636","https://openalex.org/W2358993821","https://openalex.org/W1516446231","https://openalex.org/W2098152888","https://openalex.org/W2080353903","https://openalex.org/W2385289568","https://openalex.org/W2508768491","https://openalex.org/W1559740347","https://openalex.org/W1950090249","https://openalex.org/W2040356834"],"abstract_inverted_index":{"Digital":[0],"watermarking":[1,60,127,153,201],"technology":[2],"is":[3,43,213],"a":[4,38,59,109,114,167],"method":[5],"of":[6,83,89,121,160,169,193,227],"embedding":[7],"specific":[8],"information":[9,184],"in":[10,74,125,142,186,210,224,233],"digital":[11,75,187,228],"images":[12,76,188,195],"and":[13,20,33,47,77,97,113,146,231],"videos,":[14],"often":[15],"used":[16],"for":[17],"copyright":[18],"protection":[19,230],"identity":[21],"verification.":[22],"However,":[23],"unscrupulous":[24,52],"users":[25],"may":[26],"also":[27],"use":[28,108,131],"this":[29,55,161,211],"technique":[30],"to":[31,45,117,136,151],"falsify":[32],"tamper":[34],"with":[35,217],"data.":[36],"Therefore,":[37],"reliable":[39],"watermark":[40,99,183],"attack":[41,61,100,128,154,181,202,216],"network":[42,62,87,112,178,203],"needed":[44],"detect":[46],"remove":[48,71],"watermarks":[49,72],"embedded":[50,73,185],"by":[51],"users.":[53],"In":[54,102],"paper,":[56],"we":[57,107,130,163],"propose":[58],"based":[63,204],"on":[64,138,205],"feature":[65,94,104,144,206],"pyramid":[66,133,207],"attention,":[67],"which":[68],"can":[69,179,221],"effectively":[70,180],"greatly":[78],"guarantee":[79],"the":[80,93,98,103,119,122,126,132,139,143,148,152,158,177,182,191,194,197,200,225],"image":[81],"quality":[82,192],"carrier":[84],"images.":[85],"The":[86],"consists":[88],"two":[90],"main":[91],"modules:":[92],"extraction":[95,105],"module":[96],"module.":[101],"module,":[106,129],"convolutional":[110],"neural":[111],"residual":[115],"block":[116],"extract":[118],"features":[120],"image.":[123],"Then,":[124],"attention":[134,149,208],"mechanism":[135],"focus":[137],"important":[140],"regions":[141],"map":[145],"apply":[147],"weights":[150],"operation.":[155],"To":[156],"validate":[157],"effectiveness":[159],"network,":[162],"conducted":[164],"experiments":[165],"using":[166],"variety":[168],"standard":[170],"data":[171],"sets.":[172],"Experimental":[173],"results":[174],"show":[175],"that":[176,220],"while":[189],"guaranteeing":[190],"after":[196],"attack.":[198],"Overall,":[199],"proposed":[209],"paper":[212],"an":[214],"effective":[215],"high":[218],"imperceptibility":[219],"be":[222],"applied":[223],"field":[226],"media":[229],"security":[232],"practical":[234],"scenarios.":[235]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
