{"id":"https://openalex.org/W4386361484","doi":"https://doi.org/10.1109/icccn58024.2023.10230199","title":"SecureGAN: Secure Three-Party GAN Training","display_name":"SecureGAN: Secure Three-Party GAN Training","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386361484","doi":"https://doi.org/10.1109/icccn58024.2023.10230199"},"language":"en","primary_location":{"id":"doi:10.1109/icccn58024.2023.10230199","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccn58024.2023.10230199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 32nd International Conference on Computer Communications and Networks (ICCCN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102551335","display_name":"Sijia Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sijia Cao","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University,Qingdao,China,266071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University,Qingdao,China,266071","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101598769","display_name":"Hanlin Zhang","orcid":"https://orcid.org/0000-0001-8869-6863"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanlin Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University,Qingdao,China,266071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University,Qingdao,China,266071","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449568","display_name":"Yuhang Wang","orcid":"https://orcid.org/0000-0002-3238-5449"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuhang Wang","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University,Qingdao,China,266071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University,Qingdao,China,266071","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070371129","display_name":"Jie Lin","orcid":"https://orcid.org/0000-0003-3476-110X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Lin","raw_affiliation_strings":["School of Computer Science and Technology, Xian Jiaotong University,Xian,China,710049"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xian Jiaotong University,Xian,China,710049","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049199514","display_name":"Fanyu Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanyu Kong","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University,Jinan,China,250100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University,Jinan,China,250100","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101324466","display_name":"Leyun Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leyun Yu","raw_affiliation_strings":["JIC IOT CO., LTD,Nanchang,China,330000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JIC IOT CO., LTD,Nanchang,China,330000","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9986000061035156,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9950000047683716,"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/outsourcing","display_name":"Outsourcing","score":0.8895189762115479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8072449564933777},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7235593795776367},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5938223004341125},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5304293632507324},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5285364985466003},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4889565706253052},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.48568758368492126},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43903085589408875},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4334169924259186},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.42796769738197327},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.4241962730884552},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.399871826171875},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3761955797672272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3032462000846863},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.19725701212882996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14840489625930786}],"concepts":[{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.8895189762115479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8072449564933777},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7235593795776367},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5938223004341125},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5304293632507324},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5285364985466003},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4889565706253052},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.48568758368492126},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43903085589408875},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4334169924259186},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.42796769738197327},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.4241962730884552},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.399871826171875},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3761955797672272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3032462000846863},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.19725701212882996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14840489625930786},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccn58024.2023.10230199","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccn58024.2023.10230199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 32nd International Conference on Computer Communications and Networks (ICCCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2743889391","display_name":null,"funder_award_id":"21-1-2-21-XX","funder_id":"https://openalex.org/F4320335792","funder_display_name":"Hubei Technological Innovation Special Fund"},{"id":"https://openalex.org/G3751837828","display_name":null,"funder_award_id":"ZR202102190210","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G641606531","display_name":null,"funder_award_id":"62102212","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},{"id":"https://openalex.org/F4320335792","display_name":"Hubei Technological Innovation Special Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1508764330","https://openalex.org/W1524288918","https://openalex.org/W2536058570","https://openalex.org/W2701059868","https://openalex.org/W2789226849","https://openalex.org/W2933303456","https://openalex.org/W2963684088","https://openalex.org/W2963752132","https://openalex.org/W2984746198","https://openalex.org/W3095777018","https://openalex.org/W3108146280","https://openalex.org/W3108672920","https://openalex.org/W4214921611","https://openalex.org/W4246774680","https://openalex.org/W6735913928","https://openalex.org/W6797270356"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2358200898","https://openalex.org/W2325765407","https://openalex.org/W618293728","https://openalex.org/W2291845669","https://openalex.org/W2788012436","https://openalex.org/W3211393740","https://openalex.org/W3208049411","https://openalex.org/W3022908591","https://openalex.org/W4285706568"],"abstract_inverted_index":{"Generating":[0],"Adversarial":[1],"Network":[2],"(GAN)":[3],"is":[4,73],"a":[5,66,92],"prominent":[6],"unsupervised":[7],"learning":[8],"method":[9],"that":[10,97],"utilizes":[11],"two":[12],"competing":[13],"neural":[14],"networks":[15],"to":[16,34,59,99,119],"generate":[17],"realistic":[18],"data,":[19],"which":[20],"has":[21],"been":[22],"widely":[23],"employed":[24],"in":[25,47],"image":[26],"synthesis":[27],"and":[28,107,126,136],"data":[29,51,63,80],"augmentation.":[30],"Outsourcing":[31],"GAN":[32,96],"training":[33,50,69,79,105],"cloud":[35],"servers":[36],"can":[37,52],"significantly":[38],"reduce":[39],"the":[40,101,104,121,124,133,137,140,143],"computation":[41],"load":[42],"on":[43,114],"local":[44],"devices.":[45],"Furthermore,":[46],"outsourcing":[48,72],"settings,":[49],"be":[53],"gathered":[54],"from":[55],"multiple":[56],"users,":[57],"leading":[58],"larger":[60],"amounts":[61],"of":[62,103,123,142],"and,":[64],"as":[65,78],"result,":[67],"improved":[68],"accuracy.":[70],"However,":[71],"associated":[74],"with":[75],"privacy":[76,102,122],"risks,":[77],"often":[81],"contains":[82],"sensitive":[83],"information.":[84],"To":[85],"address":[86],"this":[87],"problem,":[88],"we":[89],"propose":[90],"SecureGAN,":[91],"privacy-preserving":[93],"framework":[94],"for":[95],"aims":[98],"protect":[100,120],"input":[106],"output.":[108],"We":[109,129],"implement":[110],"secure":[111],"protocols":[112],"based":[113],"replicated":[115],"secret":[116],"sharing":[117],"technology":[118],"linear":[125],"nonlinear":[127],"layers.":[128],"conduct":[130],"experiments":[131],"using":[132],"MP-SPDZ":[134],"framework,":[135],"results":[138],"demonstrate":[139],"effectiveness":[141],"proposed":[144],"protocols.":[145]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
