{"id":"https://openalex.org/W4406354619","doi":"https://doi.org/10.1109/tnsm.2025.3529471","title":"MDTL: Maliciously Secure Distributed Transfer Learning Based on Replicated Secret Sharing","display_name":"MDTL: Maliciously Secure Distributed Transfer Learning Based on Replicated Secret Sharing","publication_year":2025,"publication_date":"2025-01-14","ids":{"openalex":"https://openalex.org/W4406354619","doi":"https://doi.org/10.1109/tnsm.2025.3529471"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2025.3529471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3529471","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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":null,"display_name":"Zhengran Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengran Tian","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067287220","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0003-3472-3699"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-3472-3699","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106667230","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0002-3980-1089"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-3980-1089","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083117707","display_name":"Ziyu Niu","orcid":"https://orcid.org/0000-0002-2835-9723"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Niu","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103233413","display_name":"Xiaochao Wei","orcid":"https://orcid.org/0000-0003-4433-1322"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochao Wei","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-4433-1322","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027080903","display_name":"Ye Su","orcid":"https://orcid.org/0000-0002-4912-3197"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Su","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-4912-3197","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.2763,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94469958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"877","last_page":"891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9488999843597412,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9488999843597412,"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":0.9380000233650208,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9276000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8610627055168152},{"id":"https://openalex.org/keywords/secret-sharing","display_name":"Secret sharing","score":0.54758620262146},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48373010754585266},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.46006929874420166},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4395739436149597},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4178304672241211},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.354658305644989},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.3149033784866333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15080147981643677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8610627055168152},{"id":"https://openalex.org/C3087436","wikidata":"https://www.wikidata.org/wiki/Q1386603","display_name":"Secret sharing","level":3,"score":0.54758620262146},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48373010754585266},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.46006929874420166},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4395739436149597},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4178304672241211},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.354658305644989},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.3149033784866333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15080147981643677}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2025.3529471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3529471","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1418309669","display_name":null,"funder_award_id":"62472266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1667998690","display_name":null,"funder_award_id":"ZR2023QF133","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3747183465","display_name":"\u4e91\u8ba1\u7b97\u73af\u5883\u4e0b\u9690\u79c1\u6570\u636e\u7684\u67e5\u8be2\u4e0e\u8bbf\u95ee\u63a7\u5236\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62071280","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4538365179","display_name":null,"funder_award_id":"62302280","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5431418230","display_name":null,"funder_award_id":"62472265","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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W391578156","https://openalex.org/W1570143742","https://openalex.org/W1969009977","https://openalex.org/W2096943734","https://openalex.org/W2115403315","https://openalex.org/W2125865219","https://openalex.org/W2165698076","https://openalex.org/W2280985394","https://openalex.org/W2296539003","https://openalex.org/W2536058570","https://openalex.org/W2614104334","https://openalex.org/W2743563947","https://openalex.org/W2767082051","https://openalex.org/W2768174108","https://openalex.org/W2896842408","https://openalex.org/W2900996896","https://openalex.org/W2903890850","https://openalex.org/W2950577891","https://openalex.org/W3007720613","https://openalex.org/W3108146280","https://openalex.org/W3108168093","https://openalex.org/W3156546827","https://openalex.org/W3208674021","https://openalex.org/W4296913776","https://openalex.org/W4297310235","https://openalex.org/W4312732602","https://openalex.org/W4319865447","https://openalex.org/W4362675542","https://openalex.org/W4379875147","https://openalex.org/W4386875763","https://openalex.org/W4388622995","https://openalex.org/W4389279199","https://openalex.org/W4391343876","https://openalex.org/W4400187669","https://openalex.org/W4401487456","https://openalex.org/W4402389271","https://openalex.org/W6713955831","https://openalex.org/W6756399779","https://openalex.org/W6856667336","https://openalex.org/W6862667697"],"related_works":["https://openalex.org/W2397857137","https://openalex.org/W2083084382","https://openalex.org/W1557783852","https://openalex.org/W2188298058","https://openalex.org/W3214129216","https://openalex.org/W2768332800","https://openalex.org/W2006088653","https://openalex.org/W4405181433","https://openalex.org/W2129756153","https://openalex.org/W1474916271"],"abstract_inverted_index":{"As":[0],"data":[1,14,29],"continues":[2],"to":[3,52,66,70,134],"grow":[4],"at":[5],"an":[6,34,103],"unprecedented":[7],"rate":[8],"and":[9,36,73,125,142,155,191],"informationization":[10],"accelerates,":[11],"concerns":[12],"over":[13],"privacy":[15],"have":[16],"become":[17],"more":[18],"prominent.":[19],"In":[20,78],"image":[21],"classification":[22],"tasks,":[23],"the":[24,49,56,79,92,152,166,185,189,194],"challenge":[25],"of":[26,76,115,123,168,184,193],"insufficient":[27],"labeled":[28],"is":[30,174],"common.":[31],"Transfer":[32],"learning,":[33],"effective":[35],"important":[37],"machine":[38],"learning":[39,63,88],"method,":[40],"can":[41],"address":[42],"this":[43,109],"issue":[44],"by":[45],"leveraging":[46],"knowledge":[47],"from":[48],"source":[50],"domain":[51],"enhance":[53],"performance":[54,158],"in":[55,170],"target":[57],"domain.":[58],"However,":[59],"existing":[60,135,180],"privacy-preserving":[61,86],"transfer":[62,87],"schemes":[64],"continue":[65],"face":[67],"challenges":[68],"related":[69],"low":[71],"security":[72,101,149,190],"multiple":[74],"rounds":[75,141],"communication.":[77],"following":[80],"works,":[81],"we":[82,111],"design":[83],"a":[84,113,171],"three-party":[85],"protocol":[89,138,154,163],"based":[90,127],"on":[91,128],"Joint":[93],"Distributed":[94],"Adaptation":[95],"(JDA)":[96],"algorithm,":[97],"which":[98],"ensures":[99],"malicious":[100,144],"under":[102],"honest":[104],"majority":[105],"model.":[106],"To":[107],"realize":[108],"protocol,":[110],"designed":[112,153],"series":[114],"sub-protocols":[116],"for":[117,151,164],"constant-round":[118],"communication,":[119],"including":[120],"distributed":[121],"solving":[122],"eigenvalues":[124,167],"eigenvectors":[126],"replicated":[129],"secret":[130],"sharing":[131],"techniques.":[132],"Compared":[133],"work,":[136],"our":[137],"requires":[139],"fewer":[140],"satisfies":[143],"security.":[145],"We":[146],"provide":[147],"formal":[148],"proofs":[150],"assess":[156],"its":[157],"using":[159],"real":[160],"datasets.":[161],"Our":[162],"computing":[165],"matrices":[169],"given":[172],"dimension":[173],"approximately":[175],"2.5":[176],"times":[177],"faster":[178],"than":[179],"methods.":[181],"The":[182],"results":[183],"experiments":[186],"demonstrate":[187],"both":[188],"effectiveness":[192],"proposed":[195],"approach.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
