{"id":"https://openalex.org/W4385413392","doi":"https://doi.org/10.1109/tdsc.2023.3299983","title":"On Tracing Screen Photos \u2013 A Moir\u00e9 Pattern-Based Approach","display_name":"On Tracing Screen Photos \u2013 A Moir\u00e9 Pattern-Based Approach","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385413392","doi":"https://doi.org/10.1109/tdsc.2023.3299983"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2023.3299983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2023.3299983","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"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 Dependable and Secure Computing","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/A5060351020","display_name":"Wenyuan Xu","orcid":"https://orcid.org/0000-0002-5043-9148"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenyuan Xu","raw_affiliation_strings":["Ubiquitous System Security Lab (USSLAB), Zhejiang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Ubiquitous System Security Lab (USSLAB), Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063893376","display_name":"Yushi Cheng","orcid":"https://orcid.org/0000-0002-0888-2322"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushi Cheng","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, CN, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing, CN, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017116027","display_name":"Xiaoyu Ji","orcid":"https://orcid.org/0000-0002-1101-0007"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Ji","raw_affiliation_strings":["Ubiquitous System Security Lab (USSLAB), Zhejiang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Ubiquitous System Security Lab (USSLAB), Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009913466","display_name":"Yi\u2010Chao Chen","orcid":"https://orcid.org/0000-0003-0782-4953"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Chao Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, CN, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, CN, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060351020"],"corresponding_institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.4797,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64536971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"2068","last_page":"2084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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"}},"topics":[{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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"}},{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9993000030517578,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6759699583053589},{"id":"https://openalex.org/keywords/watermark","display_name":"Watermark","score":0.6089465618133545},{"id":"https://openalex.org/keywords/information-leakage","display_name":"Information leakage","score":0.5756548643112183},{"id":"https://openalex.org/keywords/digital-watermarking","display_name":"Digital watermarking","score":0.5296767950057983},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.510373055934906},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4778980016708374},{"id":"https://openalex.org/keywords/moir\u00e9-pattern","display_name":"Moir\u00e9 pattern","score":0.4604955017566681},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4084995985031128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40430188179016113},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3387095332145691},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2876783013343811},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26453569531440735},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1231113076210022},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11167699098587036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6759699583053589},{"id":"https://openalex.org/C164112704","wikidata":"https://www.wikidata.org/wiki/Q7974348","display_name":"Watermark","level":3,"score":0.6089465618133545},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.5756548643112183},{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.5296767950057983},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.510373055934906},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4778980016708374},{"id":"https://openalex.org/C70000540","wikidata":"https://www.wikidata.org/wiki/Q26468","display_name":"Moir\u00e9 pattern","level":2,"score":0.4604955017566681},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4084995985031128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40430188179016113},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3387095332145691},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2876783013343811},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26453569531440735},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1231113076210022},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11167699098587036}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2023.3299983","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2023.3299983","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"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 Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2461859056","display_name":null,"funder_award_id":"62071428","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2509534683","display_name":null,"funder_award_id":"62222114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4914349744","display_name":null,"funder_award_id":"62271280","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5071998138","display_name":null,"funder_award_id":"BX2021158","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5994516692","display_name":null,"funder_award_id":"61925109","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4376167582","https://openalex.org/W2382191371","https://openalex.org/W3121418167","https://openalex.org/W2070474906","https://openalex.org/W1973377540","https://openalex.org/W2150225642","https://openalex.org/W1968635700","https://openalex.org/W2070476660","https://openalex.org/W2130329420","https://openalex.org/W1883337858"],"abstract_inverted_index":{"Cyber-theft":[0],"of":[1,21,141,179,194,206],"trade":[2],"secrets":[3],"has":[4],"become":[5],"a":[6,13,26,104,111],"serious":[7],"business":[8],"threat.":[9],"Digital":[10],"watermarking":[11],"is":[12,32,121],"popular":[14],"technique":[15,107],"to":[16,43,51,59,131,138],"help":[17],"identify":[18,67,187],"the":[19,22,45,53,60,68,88,117,124,139,142,204],"source":[20,70],"file":[23,47],"leakage,":[24],"whereby":[25],"unique":[27],"watermark":[28],"for":[29],"each":[30],"insider":[31],"hidden":[33,55],"in":[34],"sensitive":[35],"files.":[36],"However,":[37],"malicious":[38],"insiders":[39],"may":[40],"use":[41],"smartphones":[42,158],"photograph":[44],"secret":[46],"displayed":[48],"on":[49,116],"screens":[50,93],"remove":[52],"embedded":[54],"digital":[56],"watermarks":[57],"due":[58],"optical":[61,84,89],"noises":[62],"introduced":[63],"during":[64],"photographing.":[65],"To":[66],"leakage":[69,76],"despite":[71],"such":[72],"<italic":[73],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[74,101,147,169,181,196],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">screen-photo-based":[75],"attacks</i>":[77],",":[78,103,199],"we":[79,98],"leverage":[80],"Moir\u00e9":[81,114],"pattern,":[82],"an":[83,173,188,191],"phenomenon":[85],"resulted":[86],"from":[87,159,203],"interaction":[90],"between":[91],"electronic":[92],"and":[94,149,156,162,184,211],"cameras.":[95],"As":[96],"such,":[97],"present":[99],"<monospace":[100,146,168],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">mID</monospace>":[102,148,170],"new":[105],"watermark-like":[106],"that":[108,129,167],"can":[109,135,171,185],"create":[110],"carefully":[112],"crafted":[113],"pattern":[115],"photo":[118],"when":[119],"it":[120,151],"taken":[122],"towards":[123],"screen.":[125],"We":[126,144],"design":[127],"patterns":[128],"appear":[130],"be":[132,136],"natural":[133],"yet":[134],"linked":[137],"identity":[140],"leaker.":[143],"implemented":[145],"evaluated":[150],"with":[152,190,200],"7":[153],"display":[154,207],"devices":[155],"6":[157],"various":[160],"manufacturers":[161],"models.":[163],"The":[164],"results":[165],"demonstrate":[166],"achieve":[172],"average":[174,192],"bit":[175],"error":[176],"rate":[177],"(BER)":[178],"<inline-formula":[180,195],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[182,197],"notation=\"LaTeX\">$0.2\\%$</tex-math></inline-formula>":[183],"successfully":[186],"ID":[189],"accuracy":[193],"notation=\"LaTeX\">$98\\%$</tex-math></inline-formula>":[198],"little":[201],"influence":[202],"type":[205],"devices,":[208],"cameras,":[209],"IDs,":[210],"ambient":[212],"lights.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
