{"id":"https://openalex.org/W4389076287","doi":"https://doi.org/10.1109/tdsc.2023.3335961","title":"Deep Hashing Based Cancelable Multi-Biometric Template Protection","display_name":"Deep Hashing Based Cancelable Multi-Biometric Template Protection","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389076287","doi":"https://doi.org/10.1109/tdsc.2023.3335961"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2023.3335961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2023.3335961","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/A5005883687","display_name":"Guichuan Zhao","orcid":"https://orcid.org/0000-0003-4727-0553"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guichuan Zhao","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-4727-0553","affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108054661","display_name":"Qi Jiang","orcid":"https://orcid.org/0000-0002-0894-4992"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Jiang","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-0894-4992","affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030674762","display_name":"Ding Wang","orcid":"https://orcid.org/0000-0002-1667-2237"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Wang","raw_affiliation_strings":["College of Cyber Science, Tianjin Key Laboratory of Network and Data Security Technology, Nankai University, Tianjin, China","College of Cyber Science, Nankai University, Tianjin, China","State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-1667-2237","affiliations":[{"raw_affiliation_string":"College of Cyber Science, Tianjin Key Laboratory of Network and Data Security Technology, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618931","display_name":"Xindi Ma","orcid":"https://orcid.org/0000-0002-0764-3741"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xindi Ma","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":"https://orcid.org/0000-0002-0764-3741","affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100626958","display_name":"Xinghua Li","orcid":"https://orcid.org/0000-0002-5583-4155"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghua Li","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, and the School of Cyber Engineering, Engineering Research Center of Big data Security, Ministry of Education, Xidian University, Xi&#x2019;an, China","Engineering Research Center of Big data Security, Ministry of Education, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5583-4155","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, and the School of Cyber Engineering, Engineering Research Center of Big data Security, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Engineering Research Center of Big data Security, Ministry of Education, Xi'an, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3364,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80280477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"3751","last_page":"3767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9937999844551086,"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/T11800","display_name":"User Authentication and Security Systems","score":0.963100016117096,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8610855340957642},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.8077853918075562},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5867656469345093},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5310331583023071},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.4904298484325409},{"id":"https://openalex.org/keywords/binary-code","display_name":"Binary code","score":0.4742005467414856},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4701136648654938},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.44981083273887634},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4420895576477051},{"id":"https://openalex.org/keywords/bch-code","display_name":"BCH code","score":0.415807843208313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38957852125167847},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.38006505370140076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3684452176094055},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36085453629493713},{"id":"https://openalex.org/keywords/error-detection-and-correction","display_name":"Error detection and correction","score":0.22287499904632568},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2174886167049408},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09373226761817932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8610855340957642},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8077853918075562},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5867656469345093},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5310331583023071},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.4904298484325409},{"id":"https://openalex.org/C63435697","wikidata":"https://www.wikidata.org/wiki/Q864135","display_name":"Binary code","level":3,"score":0.4742005467414856},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4701136648654938},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.44981083273887634},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4420895576477051},{"id":"https://openalex.org/C42276685","wikidata":"https://www.wikidata.org/wiki/Q795705","display_name":"BCH code","level":3,"score":0.415807843208313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38957852125167847},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.38006505370140076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3684452176094055},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36085453629493713},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.22287499904632568},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2174886167049408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09373226761817932},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2023.3335961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2023.3335961","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1819083007","display_name":null,"funder_award_id":"62125205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2495480902","display_name":null,"funder_award_id":"92167203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3047207007","display_name":null,"funder_award_id":"62372350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5020236163","display_name":"\u9762\u5411\u8f66\u8054\u7f51\u534f\u540c\u611f\u77e5\u7684\u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62072352","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5538951345","display_name":null,"funder_award_id":"62121001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6030431395","display_name":null,"funder_award_id":"62232013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8985703308","display_name":"\u975e\u53ef\u4fe1\u73af\u5883\u4e0b\u8de8\u6a21\u6001\u884c\u4e3a\u8ba4\u8bc1\u65b9\u6cd5\u53ca\u5b89\u5168\u7814\u7a76","funder_award_id":"62072359","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2912502034","https://openalex.org/W2319574489","https://openalex.org/W2035908476","https://openalex.org/W2506979107","https://openalex.org/W4239727543","https://openalex.org/W2084553348","https://openalex.org/W2249337672","https://openalex.org/W2026561832","https://openalex.org/W2088296667","https://openalex.org/W2963758661"],"abstract_inverted_index":{"The":[0],"increasing":[1],"use":[2],"of":[3,12,136,180,186,194],"multi-biometric":[4,45],"authentication":[5,33,66,127],"has":[6],"raised":[7],"concerns":[8],"about":[9],"the":[10,65,76,100,110,116,122,137,144,156],"security":[11,62],"biometric":[13,152],"templates.":[14,196],"Many":[15],"template":[16,36,46,61,98],"protection":[17,47],"methods":[18],"based":[19,72],"on":[20,165],"convolutional":[21],"neural":[22],"network":[23],"have":[24],"been":[25],"presented,":[26],"but":[27],"most":[28],"involve":[29],"a":[30,43,69,96,105],"trade-off":[31],"between":[32,118],"accuracy":[34],"and":[35,84,104,162,168,182,192],"security.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41],"present":[42],"cancelable":[44,54],"scheme":[48,174],"that":[49,74,172],"combines":[50],"deep":[51,70],"hashing":[52,71],"with":[53,150],"distance-preserving":[55],"encryption":[56],"(CDPE),":[57],"which":[58,114,146],"provides":[59],"high":[60],"without":[63],"degrading":[64],"performance.":[67],"Specifically,":[68],"architecture":[73],"minimizes":[75],"quantization":[77],"loss":[78],"is":[79,92],"designed":[80],"to":[81,87,94,125,130,141,154],"map":[82],"face":[83,101,167],"iris":[85,111,169],"traits":[86,153],"binary":[88,102,112],"codes.":[89],"Next,":[90],"CDPE":[91],"proposed":[93],"generate":[95],"protected":[97,123,195],"given":[99],"code":[103],"user-specific":[106],"key":[107,138,158],"obtained":[108],"from":[109],"code,":[113],"preserves":[115],"distance":[117],"original":[119],"templates":[120],"in":[121],"domain":[124],"ensure":[126],"performance":[128],"equivalent":[129],"unprotected":[131],"systems.":[132],"Digital":[133],"lockers":[134],"instead":[135],"are":[139],"stored":[140],"further":[142],"enhance":[143],"security,":[145],"can":[147,175],"be":[148],"unlocked":[149],"genuine":[151,183],"get":[155],"correct":[157],"during":[159],"authentication.":[160],"Theoretical":[161],"experimental":[163],"results":[164],"real":[166],"datasets":[170],"show":[171],"our":[173],"achieve":[176],"equal":[177],"error":[178],"rate":[179,185],"0.23%":[181],"accept":[184],"97.54%,":[187],"while":[188],"guaranteeing":[189],"irreversibility,":[190],"revocability":[191],"unlinkability":[193]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
