{"id":"https://openalex.org/W4285226905","doi":"https://doi.org/10.1109/tifs.2022.3181848","title":"Anonymous and Efficient Authentication Scheme for Privacy-Preserving Distributed Learning","display_name":"Anonymous and Efficient Authentication Scheme for Privacy-Preserving Distributed Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285226905","doi":"https://doi.org/10.1109/tifs.2022.3181848"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2022.3181848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2022.3181848","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5049385418","display_name":"Yili Jiang","orcid":"https://orcid.org/0000-0003-0340-1152"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]},{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yili Jiang","raw_affiliation_strings":["College of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","University of Nebraska-Lincoln, Omaha, NE, USA"],"raw_orcid":"https://orcid.org/0000-0003-0340-1152","affiliations":[{"raw_affiliation_string":"College of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"University of Nebraska-Lincoln, Omaha, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736887","display_name":"Kuan Zhang","orcid":"https://orcid.org/0000-0002-4262-153X"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuan Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nebraska–Lincoln, Omaha, NE, USA"],"raw_orcid":"https://orcid.org/0000-0002-4262-153X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nebraska–Lincoln, Omaha, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073527013","display_name":"Yi Qian","orcid":"https://orcid.org/0000-0001-5671-916X"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Qian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nebraska–Lincoln, Omaha, NE, USA"],"raw_orcid":"https://orcid.org/0000-0001-5671-916X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nebraska–Lincoln, Omaha, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003201141","display_name":"Liang Zhou","orcid":"https://orcid.org/0000-0002-5099-4870"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhou","raw_affiliation_strings":["College of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5099-4870","affiliations":[{"raw_affiliation_string":"College of Communication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0358,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.96815447,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"17","issue":null,"first_page":"2227","last_page":"2240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9940000176429749,"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":0.8826873302459717},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.6194294691085815},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5682026743888855},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.561061680316925},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.4701906442642212},{"id":"https://openalex.org/keywords/mutual-authentication","display_name":"Mutual authentication","score":0.4683971405029297},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4525642693042755},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.43774861097335815},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4321357011795044},{"id":"https://openalex.org/keywords/security-analysis","display_name":"Security analysis","score":0.4315760135650635},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4216548502445221},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3390542268753052},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1974763572216034}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8826873302459717},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.6194294691085815},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5682026743888855},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.561061680316925},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4701906442642212},{"id":"https://openalex.org/C2781221063","wikidata":"https://www.wikidata.org/wiki/Q6944186","display_name":"Mutual authentication","level":3,"score":0.4683971405029297},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4525642693042755},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.43774861097335815},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4321357011795044},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.4315760135650635},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4216548502445221},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3390542268753052},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1974763572216034},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2022.3181848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2022.3181848","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1996912680","https://openalex.org/W2026130590","https://openalex.org/W2180055784","https://openalex.org/W2509467699","https://openalex.org/W2525841751","https://openalex.org/W2556834368","https://openalex.org/W2608178897","https://openalex.org/W2701059868","https://openalex.org/W2781091734","https://openalex.org/W2809251011","https://openalex.org/W2883113615","https://openalex.org/W2901411828","https://openalex.org/W2911978475","https://openalex.org/W2947923525","https://openalex.org/W2964881778","https://openalex.org/W2979599173","https://openalex.org/W2985719737","https://openalex.org/W3015636663","https://openalex.org/W3016560828","https://openalex.org/W3034045958","https://openalex.org/W3044796230","https://openalex.org/W3084432478","https://openalex.org/W3084847664","https://openalex.org/W3102834148","https://openalex.org/W3123043214","https://openalex.org/W3134843574","https://openalex.org/W3156502157","https://openalex.org/W3161863195","https://openalex.org/W3163222347","https://openalex.org/W3169530934","https://openalex.org/W6759226220","https://openalex.org/W6779821316"],"related_works":["https://openalex.org/W3046088002","https://openalex.org/W3011934965","https://openalex.org/W3006130360","https://openalex.org/W4320023985","https://openalex.org/W3017301090","https://openalex.org/W4291146067","https://openalex.org/W4372346564","https://openalex.org/W1660755136","https://openalex.org/W4366578507","https://openalex.org/W1787962911"],"abstract_inverted_index":{"Distributed":[0],"learning":[1,64,105,149],"is":[2,27,52,144],"proposed":[3,212,258],"as":[4,41],"a":[5,121,187],"promising":[6],"technique":[7],"to":[8,30,54,92,102,108,124,146,231],"reduce":[9],"heavy":[10],"data":[11,26,58,88,153,169],"transmissions":[12],"in":[13,265],"centralized":[14,32],"machine":[15,63,104,148],"learning.":[16,180],"By":[17],"allowing":[18],"the":[19,22,31,36,44,56,61,70,109,126,130,136,194,215,233,252,262],"participants":[20],"training":[21],"model":[23],"locally,":[24],"raw":[25,57],"unnecessarily":[28],"uploaded":[29],"cloud":[33],"server,":[34],"reducing":[35,152],"risks":[37],"of":[38,139],"privacy":[39,77,86,127,157],"leakage":[40],"well.":[42],"However,":[43],"existing":[45,140],"studies":[46],"have":[47,228],"shown":[48],"that":[49,256],"an":[50,200],"adversary":[51],"able":[53],"derive":[55],"by":[59],"analyzing":[60],"obtained":[62],"models.":[65],"To":[66,181],"tackle":[67],"this":[68,117,142,182],"challenge,":[69],"state-of-the-art":[71],"solutions":[72],"mainly":[73],"depend":[74],"on":[75,193],"differential":[76,85],"and":[78,90,112,172,202,226,248],"encryption":[79,96],"techniques":[80],"(e.g.,":[81],"homomorphic":[82],"encryption).":[83],"Whereas,":[84],"degrades":[87],"utility":[89],"leads":[91],"inaccurate":[93],"learning,":[94],"while":[95,155,219],"based":[97],"approaches":[98],"are":[99],"not":[100],"effective":[101],"all":[103,147],"algorithms":[106,150],"due":[107],"limited":[110],"operations":[111],"excessive":[113],"computation":[114],"cost.":[115],"In":[116,159,250],"work,":[118],"we":[119,184,197],"propose":[120,199],"novel":[122],"scheme":[123],"resolve":[125],"issues":[128],"from":[129,135],"anonymous":[131,201],"authentication":[132,204],"approach.":[133],"Different":[134],"two":[137],"types":[138],"solutions,":[141],"approach":[143],"generalized":[145],"without":[151],"utility,":[154],"guaranteeing":[156],"preservation.":[158],"addition,":[160,251],"it":[161],"can":[162],"be":[163],"integrated":[164],"with":[165],"detection":[166],"schemes":[167],"against":[168],"poisoning":[170],"attacks":[171],"free-rider":[173],"attacks,":[174],"being":[175,220],"more":[176],"practical":[177],"for":[178],"distributed":[179],"end,":[183],"first":[185],"design":[186],"pairing-based":[188],"certificateless":[189],"signature":[190,195],"scheme.":[191],"Based":[192],"scheme,":[196],"further":[198],"efficient":[203],"protocol":[205,213,259],"which":[206],"supports":[207],"dynamic":[208],"batch":[209,266],"verification.":[210],"The":[211],"guarantees":[214],"desired":[216],"security":[217,224,235],"properties":[218],"computationally":[221],"efficient.":[222],"Formal":[223],"proof":[225],"analysis":[227,254],"been":[229],"provided":[230],"demonstrate":[232],"achieved":[234],"properties,":[236],"including":[237],"confidentiality,":[238],"anonymity,":[239],"mutual":[240],"authentication,":[241],"unlinkability,":[242],"unforgeability,":[243],"forward":[244],"security,":[245,247],"backward":[246],"non-repudiation.":[249],"performance":[253],"reveals":[255],"our":[257],"significantly":[260],"reduces":[261],"time":[263],"consumption":[264],"verification,":[267],"achieving":[268],"high":[269],"computational":[270],"efficiency.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}