{"id":"https://openalex.org/W4391165314","doi":"https://doi.org/10.1109/tce.2024.3357977","title":"Learning Hierarchical Fingerprints via Multi-Level Fusion for Video Integrity and Source Analysis","display_name":"Learning Hierarchical Fingerprints via Multi-Level Fusion for Video Integrity and Source Analysis","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391165314","doi":"https://doi.org/10.1109/tce.2024.3357977"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3357977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3357977","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5016956860","display_name":"Yuanman Li","orcid":"https://orcid.org/0000-0003-4526-3018"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanman Li","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4526-3018","affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038769483","display_name":"Jiaxiong Ye","orcid":"https://orcid.org/0009-0002-4732-5235"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxiong Ye","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103104507","display_name":"Limin Zeng","orcid":"https://orcid.org/0009-0000-6886-1294"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Zeng","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064113913","display_name":"Rongqin Liang","orcid":"https://orcid.org/0000-0002-7313-6561"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongqin Liang","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7313-6561","affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023764423","display_name":"Xianwei Zheng","orcid":"https://orcid.org/0000-0002-7045-0803"},"institutions":[{"id":"https://openalex.org/I14894300","display_name":"Foshan University","ror":"https://ror.org/02xvvvp28","country_code":"CN","type":"education","lineage":["https://openalex.org/I14894300"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianwei Zheng","raw_affiliation_strings":["School of Mathematics and Big Data, Foshan University, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Big Data, Foshan University, Guangdong, China","institution_ids":["https://openalex.org/I14894300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103041485","display_name":"Weiwei Sun","orcid":"https://orcid.org/0000-0003-3219-8405"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Sun","raw_affiliation_strings":["Department of Security, Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Security, Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100461427","display_name":"Na Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Wang","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, College of Electronics and Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Electronics and Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5016956860"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":1.9046,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86119385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"70","issue":"1","first_page":"3414","last_page":"3424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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/T12357","display_name":"Digital Media Forensic Detection","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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9883999824523926,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9830999970436096,"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":0.8416259288787842},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.5847100615501404},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5798553824424744},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.5585997700691223},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4653205871582031},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.46519505977630615},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4517485499382019},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4342452883720398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.396137535572052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8416259288787842},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.5847100615501404},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5798553824424744},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.5585997700691223},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4653205871582031},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.46519505977630615},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4517485499382019},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4342452883720398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.396137535572052},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3357977","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3357977","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7128480690","display_name":null,"funder_award_id":"2022A1515010645","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1993996076","https://openalex.org/W2051670588","https://openalex.org/W2066368890","https://openalex.org/W2081326817","https://openalex.org/W2762911267","https://openalex.org/W2784373167","https://openalex.org/W2887134435","https://openalex.org/W2950098109","https://openalex.org/W2983078099","https://openalex.org/W3005430906","https://openalex.org/W3021715071","https://openalex.org/W3042005979","https://openalex.org/W3046616315","https://openalex.org/W3093764491","https://openalex.org/W3118184529","https://openalex.org/W3128609017","https://openalex.org/W3160694858","https://openalex.org/W3174383706","https://openalex.org/W3190492058","https://openalex.org/W4206905166","https://openalex.org/W4225335196","https://openalex.org/W4226445560","https://openalex.org/W4294643307","https://openalex.org/W4308035127","https://openalex.org/W4312881256","https://openalex.org/W4312881598","https://openalex.org/W4375868909","https://openalex.org/W4385245566","https://openalex.org/W4385805192","https://openalex.org/W4386813249","https://openalex.org/W4387682113","https://openalex.org/W6790220185"],"related_works":["https://openalex.org/W2982483023","https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2377190948","https://openalex.org/W4361855866","https://openalex.org/W2096476311","https://openalex.org/W169721953","https://openalex.org/W1965900363","https://openalex.org/W1623638113","https://openalex.org/W3034776505"],"abstract_inverted_index":{"As":[0],"a":[1,10,34,43,70,91,152],"prevalent":[2],"form":[3],"of":[4,162,181,204],"multimodal":[5],"data,":[6],"video":[7,20,37,44,55,62,100,108,117,146,188,205],"data":[8,30,45],"plays":[9],"crucial":[11],"role":[12],"in":[13,138,184,207],"numerous":[14],"applications,":[15],"offering":[16],"various":[17,145],"benefits.":[18],"Meanwhile,":[19],"integrity":[21,56,101,189],"and":[22,39,49,57,64,102,120,140,191,202],"source":[23,58,103,192],"issues":[24],"also":[25],"pose":[26],"security":[27],"risks.":[28],"Video":[29],"is":[31],"multimodal,":[32],"containing":[33],"container":[35],"describing":[36],"coding":[38],"packaging,":[40],"along":[41],"with":[42],"stream":[46],"featuring":[47],"visual":[48],"audio":[50],"information.":[51],"Many":[52],"works":[53],"on":[54,61,131,174],"analysis":[59],"focus":[60],"containers,":[63],"they":[65],"overlook":[66],"the":[67,79,125,179,200],"fact":[68],"that":[69],"malicious":[71],"user":[72],"can":[73],"readily":[74],"manipulate":[75],"these":[76,128],"traces":[77],"within":[78],"containers":[80],"by":[81],"reconstructing":[82],"them":[83],"without":[84],"transcoding.":[85],"In":[86],"our":[87,182],"research,":[88],"we":[89,150],"propose":[90],"hierarchical":[92,153],"fingerprint":[93],"learning":[94,168],"framework":[95,154],"through":[96],"multi-level":[97,112],"fusion":[98],"for":[99,198],"analysis.":[104],"Our":[105,194],"approach":[106,195],"integrates":[107],"encoding":[109,132],"attributes,":[110],"extracting":[111],"features":[113,129],"from":[114,159],"both":[115],"decoded":[116],"key":[118],"frames":[119],"reference":[121],"frames.":[122],"We":[123],"model":[124],"dependencies":[126],"between":[127],"based":[130],"characteristics,":[133],"effectively":[134],"revealing":[135],"hidden":[136],"clues":[137,158],"spatial":[139],"temporal":[141],"domains":[142],"related":[143,186],"to":[144,155,187],"processing":[147],"techniques.":[148],"Additionally,":[149],"introduce":[151],"fuse":[156],"multiple":[157,170],"different":[160],"groups":[161],"pictures":[163],"(GOPs),":[164],"facilitating":[165],"collaborative":[166],"feature":[167],"across":[169],"GOPs.":[171],"Extensive":[172],"experiments":[173],"publicly":[175],"available":[176],"datasets":[177],"validate":[178],"effectiveness":[180],"method":[183],"tasks":[185],"verification":[190],"identification.":[193],"provides":[196],"support":[197],"ensuring":[199],"credibility":[201],"traceability":[203],"content":[206],"consumer":[208],"applications.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
