{"id":"https://openalex.org/W3202042877","doi":"https://doi.org/10.26599/tst.2021.9010015","title":"Link-privacy preserving graph embedding data publication with adversarial learning","display_name":"Link-privacy preserving graph embedding data publication with adversarial learning","publication_year":2021,"publication_date":"2021-09-29","ids":{"openalex":"https://openalex.org/W3202042877","doi":"https://doi.org/10.26599/tst.2021.9010015","mag":"3202042877"},"language":"en","primary_location":{"id":"doi:10.26599/tst.2021.9010015","doi":"https://doi.org/10.26599/tst.2021.9010015","is_oa":true,"landing_page_url":"https://doi.org/10.26599/tst.2021.9010015","pdf_url":"https://ieeexplore.ieee.org/ielx7/5971803/9552649/09552654.pdf","source":{"id":"https://openalex.org/S24978797","display_name":"Tsinghua Science & Technology","issn_l":"1007-0214","issn":["1007-0214","1878-7606"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","oarl","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901","https://openalex.org/P4353108601"],"host_organization_lineage_names":["Tsinghua University Press","Tsinghua University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tsinghua Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ieeexplore.ieee.org/ielx7/5971803/9552649/09552654.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064116394","display_name":"Kainan Zhang","orcid":"https://orcid.org/0000-0003-4267-7143","observed_orcids":["https://orcid.org/0000-0003-4267-7143"]},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kainan Zhang","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073942971","display_name":"Zhi Tian","orcid":"https://orcid.org/0000-0002-2738-6826","observed_orcids":["https://orcid.org/0000-0002-2738-6826"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhi Tian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072627238","display_name":"Zhipeng Cai","orcid":"https://orcid.org/0000-0001-6017-975X","observed_orcids":["https://orcid.org/0000-0001-6017-975X"]},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhipeng Cai","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017173347","display_name":"Daehee Seo","orcid":"https://orcid.org/0000-0002-5069-398X","observed_orcids":["https://orcid.org/0000-0002-5069-398X"]},"institutions":[{"id":"https://openalex.org/I157264075","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42","country_code":"KR","type":"education","lineage":["https://openalex.org/I157264075"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daehee Seo","raw_affiliation_strings":["National Center of Excellence in Software, Sangmyung University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center of Excellence in Software, Sangmyung University, Seoul, South Korea","institution_ids":["https://openalex.org/I157264075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5889,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.84410865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"27","issue":"2","first_page":"244","last_page":"256"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.00019999999494757503,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/network-embedding","display_name":"graph embedding","score":0.9760000109672546},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.7369999885559082},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"adversarial learning","score":0.8679999709129333},{"id":"https://openalex.org/keywords/privacy-preserving-data-publishing","display_name":"privacy-preserving data publishing","score":0.7770000100135803},{"id":"https://openalex.org/keywords/link-prediction","display_name":"link prediction","score":0.4059999883174896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7367329597473145},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.6524940133094788},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5671220421791077},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.5664593577384949},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5417467355728149},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5096173286437988},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.48890867829322815},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4387664198875427},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.42822080850601196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3939782679080963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30708423256874084},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.23152193427085876},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18026360869407654},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.14923301339149475},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26599/tst.2021.9010015","doi":"https://doi.org/10.26599/tst.2021.9010015","is_oa":true,"landing_page_url":"https://doi.org/10.26599/tst.2021.9010015","pdf_url":"https://ieeexplore.ieee.org/ielx7/5971803/9552649/09552654.pdf","source":{"id":"https://openalex.org/S24978797","display_name":"Tsinghua Science & Technology","issn_l":"1007-0214","issn":["1007-0214","1878-7606"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","oarl","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901","https://openalex.org/P4353108601"],"host_organization_lineage_names":["Tsinghua University Press","Tsinghua University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tsinghua Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e3ac52146f27449d9d61b2159c00be89","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/e3ac52146f27449d9d61b2159c00be89","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tsinghua Science and Technology, Vol 27, Iss 2, Pp 244-256 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/tst.2021.9010015","doi":"https://doi.org/10.26599/tst.2021.9010015","is_oa":true,"landing_page_url":"https://doi.org/10.26599/tst.2021.9010015","pdf_url":"https://ieeexplore.ieee.org/ielx7/5971803/9552649/09552654.pdf","source":{"id":"https://openalex.org/S24978797","display_name":"Tsinghua Science & Technology","issn_l":"1007-0214","issn":["1007-0214","1878-7606"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","oarl","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901","https://openalex.org/P4353108601"],"host_organization_lineage_names":["Tsinghua University Press","Tsinghua University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tsinghua Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G185173424","display_name":"SaTC: CORE: Medium: Collaborative: Privacy Attacks and Defense Mechanisms in Online Social Networks","funder_award_id":"1704287","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4005500454","display_name":"SaTC: EDU: Collaborative: Advancing Cybersecurity Learning Through Inquiry-based Laboratories on a Container-based Virtualization Platform","funder_award_id":"1912753","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5332129434","display_name":"CyberTraining: CIP: Collaborative Research: Enhancing Mobile Security Education by Creating Eureka Experiences","funder_award_id":"1829674","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8486908976","display_name":"CCSS: Learning-Driven Scheduling and Communications in Edge-Assisted Battery-Free Wireless Sensor Networks","funder_award_id":"2011845","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3202042877.pdf","grobid_xml":"https://content.openalex.org/works/W3202042877.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1498410333","https://openalex.org/W1614298861","https://openalex.org/W1888005072","https://openalex.org/W1976827307","https://openalex.org/W2153910905","https://openalex.org/W2154851992","https://openalex.org/W2393319904","https://openalex.org/W2484672172","https://openalex.org/W2526910689","https://openalex.org/W2554952599","https://openalex.org/W2593805332","https://openalex.org/W2612872092","https://openalex.org/W2624407581","https://openalex.org/W2743999154","https://openalex.org/W2792574813","https://openalex.org/W2809206206","https://openalex.org/W2922874681","https://openalex.org/W2961344605","https://openalex.org/W2962756421","https://openalex.org/W2995569126","https://openalex.org/W2998313947","https://openalex.org/W3031324346","https://openalex.org/W3038022805","https://openalex.org/W3095461782"],"related_works":["https://openalex.org/W4283256938","https://openalex.org/W3095461782","https://openalex.org/W7070735057","https://openalex.org/W4412719249","https://openalex.org/W4286748937","https://openalex.org/W4287555922","https://openalex.org/W4413241304","https://openalex.org/W1544573083","https://openalex.org/W2972209102","https://openalex.org/W4362496271"],"abstract_inverted_index":{"The":[0],"inefficient":[1],"utilization":[2],"of":[3,37,62,135],"ubiquitous":[4],"graph":[5,11,63,105,113,162,184,190],"data":[6,52,64,69,107],"with":[7,115,147],"combinatorial":[8],"structures":[9],"necessitates":[10],"embedding":[12,41,106,163],"methods,":[13],"aiming":[14],"at":[15],"learning":[16,33],"a":[17,136,144,158],"continuous":[18],"vector":[19,38],"space":[20],"for":[21,74],"the":[22,120,133,148,198],"graph,":[23],"which":[24,168],"is":[25],"amenable":[26],"to":[27,89,119,196],"be":[28,128],"adopted":[29],"in":[30,35,102,189],"traditional":[31],"machine":[32],"algorithms":[34],"favor":[36],"representations.":[39],"Graph":[40],"methods":[42],"build":[43],"an":[44,59],"important":[45],"bridge":[46],"between":[47,139],"social":[48,55,67,104,112,125,150,204],"network":[49,68,151,205],"analysis":[50],"and":[51,81,96,186],"analytics,":[53],"as":[54,183],"networks":[56],"naturally":[57],"generate":[58],"unprecedented":[60],"volume":[61],"continuously.":[65],"Publishing":[66],"not":[70],"only":[71,108],"brings":[72],"benefit":[73],"public":[75],"health,":[76],"disaster":[77],"response,":[78],"commercial":[79],"promotion,":[80],"many":[82],"other":[83],"applications,":[84],"but":[85],"also":[86],"gives":[87],"birth":[88],"threats":[90],"that":[91],"jeopardize":[92],"each":[93],"individual's":[94],"privacy":[95,121],"security.":[97],"Unfortunately,":[98],"most":[99],"existing":[100],"works":[101],"publishing":[103],"focus":[109],"on":[110,174],"preserving":[111],"structure":[114],"less":[116],"attention":[117],"paid":[118],"issues":[122],"inherited":[123],"from":[124],"networks.":[126],"To":[127],"specific,":[129],"attackers":[130],"can":[131,169],"infer":[132],"presence":[134],"sensitive":[137,175],"relationship":[138],"two":[140],"individuals":[141],"by":[142],"training":[143],"predictive":[145],"model":[146],"exposed":[149],"embedding.":[152,191],"In":[153],"this":[154],"paper,":[155],"we":[156],"propose":[157],"novel":[159],"link-privacy":[160],"preserved":[161],"framework":[164,200],"using":[165,201],"adversarial":[166],"learning,":[167],"reduce":[170],"adversary's":[171],"prediction":[172],"accuracy":[173],"links,":[176],"while":[177],"persevering":[178],"sufficient":[179],"non-sensitive":[180],"information,":[181],"such":[182],"topology":[185],"node":[187],"attributes":[188],"Extensive":[192],"experiments":[193],"are":[194],"conducted":[195],"evaluate":[197],"proposed":[199],"ground":[202],"truth":[203],"datasets.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-10-11T00:00:00"}