{"id":"https://openalex.org/W2487925454","doi":"https://doi.org/10.1109/infocom.2016.7524578","title":"De-anonymizing social networks and inferring private attributes using knowledge graphs","display_name":"De-anonymizing social networks and inferring private attributes using knowledge graphs","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2487925454","doi":"https://doi.org/10.1109/infocom.2016.7524578","mag":"2487925454"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2016.7524578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2016.7524578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications","raw_type":"proceedings-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/A5081912397","display_name":"Jianwei Qian","orcid":"https://orcid.org/0000-0002-2859-3632"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jianwei Qian","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341802","display_name":"Xiang\u2010Yang Li","orcid":"https://orcid.org/0000-0002-6070-6625"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiang-Yang Li","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology","School of Computer Science and Technology, University of Science and Technology of China","School of Software, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"School of Software, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633263","display_name":"Chunhong Zhang","orcid":"https://orcid.org/0000-0003-3008-1887"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhong Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100327243","display_name":"Linlin Chen","orcid":"https://orcid.org/0000-0002-1016-1356"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Chen","raw_affiliation_strings":["School of Software, Tsinghua University"],"affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081912397"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":15.22135147,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.99546979,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/computer-science","display_name":"Computer science","score":0.8018584251403809},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.708279013633728},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5848450660705566},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5092307329177856},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.4734090268611908},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.44843122363090515},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.43919503688812256},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.39011090993881226},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2739456295967102},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24324637651443481},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.19498682022094727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19453927874565125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8018584251403809},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.708279013633728},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5848450660705566},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5092307329177856},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.4734090268611908},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.44843122363090515},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.43919503688812256},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.39011090993881226},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2739456295967102},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24324637651443481},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.19498682022094727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19453927874565125},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom.2016.7524578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2016.7524578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337392","display_name":"Division of Electrical, Communications and Cyber Systems","ror":"https://ror.org/01krpsy48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1485041102","https://openalex.org/W1523443269","https://openalex.org/W1756422141","https://openalex.org/W1818923311","https://openalex.org/W1822655612","https://openalex.org/W1942169943","https://openalex.org/W1971157729","https://openalex.org/W1973980096","https://openalex.org/W1977036924","https://openalex.org/W1982984854","https://openalex.org/W1987487032","https://openalex.org/W1996536854","https://openalex.org/W1998091733","https://openalex.org/W2005991198","https://openalex.org/W2013863451","https://openalex.org/W2014707660","https://openalex.org/W2016563917","https://openalex.org/W2016753842","https://openalex.org/W2026160696","https://openalex.org/W2032186932","https://openalex.org/W2036169870","https://openalex.org/W2056991815","https://openalex.org/W2060082982","https://openalex.org/W2073406092","https://openalex.org/W2090325367","https://openalex.org/W2093355488","https://openalex.org/W2096296626","https://openalex.org/W2102086994","https://openalex.org/W2104355163","https://openalex.org/W2119404697","https://openalex.org/W2124849257","https://openalex.org/W2128248866","https://openalex.org/W2129406249","https://openalex.org/W2134167315","https://openalex.org/W2159024459","https://openalex.org/W2159675343","https://openalex.org/W2161579228","https://openalex.org/W2163263459","https://openalex.org/W2168433392","https://openalex.org/W2175523054","https://openalex.org/W2290899538","https://openalex.org/W2404597403","https://openalex.org/W2495127032","https://openalex.org/W2765072760","https://openalex.org/W2953081149","https://openalex.org/W2963484628","https://openalex.org/W3126452284","https://openalex.org/W4246567067","https://openalex.org/W6631383555","https://openalex.org/W6637805884","https://openalex.org/W6638475069","https://openalex.org/W6668659538","https://openalex.org/W6675326842","https://openalex.org/W6677736305","https://openalex.org/W6723324547"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W1986418932","https://openalex.org/W1984019423","https://openalex.org/W2156919374","https://openalex.org/W3035101093","https://openalex.org/W2577315630"],"abstract_inverted_index":{"Social":[0],"network":[1,66,191],"data":[2,150],"is":[3,29,106],"widely":[4],"shared,":[5],"transferred":[6],"and":[7,12,64,71,86,137,162,165],"published":[8],"for":[9,52,129,189],"research":[10],"purposes":[11],"business":[13],"interests,":[14],"but":[15],"it":[16],"has":[17],"raised":[18],"much":[19],"concern":[20],"on":[21,144,149],"users'":[22,26],"privacy.":[23],"Even":[24],"though":[25],"identity":[27],"information":[28],"always":[30,82],"removed,":[31],"attackers":[32],"can":[33,159],"still":[34],"de-anonymize":[35],"users":[36],"with":[37],"the":[38,95,100,127,168,175],"help":[39],"of":[40,77,102,126,135,151,170,177,185],"auxiliary":[41],"information.":[42],"To":[43,109],"protect":[44],"against":[45],"de-anonymization":[46,136,161],"attack,":[47],"various":[48],"privacy":[49,92,96,138,171,192],"protection":[50],"techniques":[51],"social":[53,153,190],"networks":[54,154],"have":[55],"been":[56],"proposed.":[57],"However,":[58],"most":[59],"existing":[60],"approaches":[61],"assume":[62],"specific":[63],"restrict":[65],"structure":[67],"as":[68,180],"background":[69,104,187],"knowledge":[70,105,118,145,157,178,188],"ignore":[72],"semantic":[73,103],"level":[74],"prior":[75,124],"belief":[76,125],"attackers,":[78],"which":[79],"are":[80,140],"not":[81,88],"realistic":[83],"in":[84,99,113],"practice":[85],"do":[87],"apply":[89],"to":[90,120],"arbitrary":[91,123],"scenarios.":[93],"Moreover,":[94],"inference":[97,139,163],"attack":[98],"presence":[101],"barely":[107],"investigated.":[108],"address":[110],"these":[111],"shortcomings,":[112],"this":[114],"work,":[115],"we":[116],"introduce":[117],"graphs":[119,158,179],"explicitly":[121],"express":[122],"attacker":[128],"any":[130],"individual":[131],"user.":[132],"The":[133],"processes":[134],"accordingly":[141],"formulated":[142],"based":[143],"graphs.":[146],"Our":[147],"experiment":[148],"real":[152],"shows":[155],"that":[156],"strengthen":[160],"attacks,":[164],"thus":[166],"increase":[167],"risk":[169],"disclosure.":[172],"This":[173],"suggests":[174],"validity":[176],"a":[181],"general":[182],"effective":[183],"model":[184],"attackers'":[186],"preservation.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":21},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
