{"id":"https://openalex.org/W2766421265","doi":"https://doi.org/10.1145/3139550.3139562","title":"Blind De-anonymization Attacks using Social Networks","display_name":"Blind De-anonymization Attacks using Social Networks","publication_year":2017,"publication_date":"2017-10-30","ids":{"openalex":"https://openalex.org/W2766421265","doi":"https://doi.org/10.1145/3139550.3139562","mag":"2766421265"},"language":"en","primary_location":{"id":"doi:10.1145/3139550.3139562","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139550.3139562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 on Workshop on Privacy in the Electronic Society","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1801.05534","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079074974","display_name":"Wei\u2010Han Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wei-Han Lee","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA","Princeton University, Princeton, NJ USA"],"affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, Princeton, NJ USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103101104","display_name":"Changchang Liu","orcid":"https://orcid.org/0000-0003-3111-0782"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Changchang Liu","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA","Princeton University, Princeton, NJ USA"],"affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, Princeton, NJ USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058611515","display_name":"Shouling Ji","orcid":"https://orcid.org/0000-0003-4268-372X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shouling Ji","raw_affiliation_strings":["Zhejiang University, Hangzhou, China & Georgia Tech, Atlanta, GA, USA","Zhejiang University, Hangzhou, China & Georgia Tech, Atlanta, GA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China & Georgia Tech, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, China & Georgia Tech, Atlanta, GA, USA#TAB#","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015619835","display_name":"Prateek Mittal","orcid":"https://orcid.org/0000-0002-4057-0118"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prateek Mittal","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA","Princeton University, Princeton, NJ USA"],"affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, Princeton, NJ USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063492677","display_name":"Ruby Lee","orcid":"https://orcid.org/0000-0001-5562-2171"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruby B. Lee","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA","Princeton University, Princeton, NJ USA"],"affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, Princeton, NJ USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079074974"],"corresponding_institution_ids":["https://openalex.org/I20089843"],"apc_list":null,"apc_paid":null,"fwci":0.22917964,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63148624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9966999888420105,"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":0.9961000084877014,"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/computer-science","display_name":"Computer science","score":0.7981599569320679},{"id":"https://openalex.org/keywords/data-anonymization","display_name":"Data anonymization","score":0.5814563035964966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49055689573287964},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48582765460014343},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4653606712818146},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.4583636224269867},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43719592690467834},{"id":"https://openalex.org/keywords/information-loss","display_name":"Information loss","score":0.41870713233947754},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3441603183746338},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.2864752411842346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24402102828025818},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.17334148287773132}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981599569320679},{"id":"https://openalex.org/C2776945810","wikidata":"https://www.wikidata.org/wiki/Q17006654","display_name":"Data anonymization","level":3,"score":0.5814563035964966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49055689573287964},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48582765460014343},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4653606712818146},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.4583636224269867},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43719592690467834},{"id":"https://openalex.org/C2988416141","wikidata":"https://www.wikidata.org/wiki/Q6031139","display_name":"Information loss","level":2,"score":0.41870713233947754},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3441603183746338},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.2864752411842346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24402102828025818},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.17334148287773132},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3139550.3139562","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139550.3139562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 on Workshop on Privacy in the Electronic Society","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1801.05534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.05534","pdf_url":"https://arxiv.org/pdf/1801.05534","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2766421265","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1801.05534.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1801.05534","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1801.05534","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1801.05534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.05534","pdf_url":"https://arxiv.org/pdf/1801.05534","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2766421265.pdf","grobid_xml":"https://content.openalex.org/works/W2766421265.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1865107109","https://openalex.org/W1973980096","https://openalex.org/W1996536854","https://openalex.org/W1998091733","https://openalex.org/W2013315566","https://openalex.org/W2044490483","https://openalex.org/W2064275387","https://openalex.org/W2104355163","https://openalex.org/W2135930857","https://openalex.org/W2159675343","https://openalex.org/W2163263459","https://openalex.org/W2169353679","https://openalex.org/W2488023860","https://openalex.org/W2805176916","https://openalex.org/W3121379941","https://openalex.org/W4248920304","https://openalex.org/W4292081303"],"related_works":["https://openalex.org/W2963224817","https://openalex.org/W2894107975","https://openalex.org/W2175971604","https://openalex.org/W2019864636","https://openalex.org/W2955104498","https://openalex.org/W2804491915","https://openalex.org/W1550739231","https://openalex.org/W3156289047","https://openalex.org/W2221954202","https://openalex.org/W2017346967","https://openalex.org/W2588863050","https://openalex.org/W2994408384","https://openalex.org/W2061578656","https://openalex.org/W2293371736","https://openalex.org/W2971530432","https://openalex.org/W878041885","https://openalex.org/W2416639277","https://openalex.org/W3035999438","https://openalex.org/W2914934601","https://openalex.org/W2798527017"],"abstract_inverted_index":{"It":[0],"is":[1,87,116],"important":[2],"to":[3,35,79,118,130],"study":[4],"the":[5,60,77,99,124],"risks":[6],"of":[7,62,101],"publishing":[8],"privacy-sensitive":[9],"data.":[10],"Even":[11],"if":[12],"sensitive":[13],"identities":[14],"(e.g.,":[15,83],"name,":[16],"social":[17],"security":[18],"number)":[19],"were":[20,27],"removed":[21],"and":[22,57,97,121],"advanced":[23],"data":[24,119],"perturbation":[25],"techniques":[26,127],"applied,":[28],"several":[29],"de-anonymization":[30,49,71,102,126],"attacks":[31,40],"have":[32,41,80],"been":[33],"proposed":[34],"re-identify":[36],"individuals.":[37],"However,":[38],"existing":[39],"some":[42],"limitations:":[43],"1)":[44],"they":[45,52],"are":[46],"limited":[47],"in":[48],"accuracy;":[50],"2)":[51],"require":[53,76],"prior":[54,81],"seed":[55,64],"knowledge":[56],"suffer":[58],"from":[59],"imprecision":[61],"such":[63],"information.":[65],"We":[66],"propose":[67],"a":[68],"novel":[69],"structure-based":[70],"attack,":[72],"which":[73],"does":[74],"not":[75],"attacker":[78],"information":[82],"seeds).":[84],"Our":[85],"attack":[86],"based":[88],"on":[89],"two":[90],"key":[91],"insights:":[92],"using":[93],"multi-hop":[94],"neighborhood":[95],"information,":[96],"optimizing":[98],"process":[100],"by":[103,128],"exploiting":[104],"enhanced":[105],"machine":[106],"learning":[107],"techniques.":[108],"The":[109],"experimental":[110],"results":[111],"demonstrate":[112],"that":[113],"our":[114],"method":[115],"robust":[117],"perturbations":[120],"significantly":[122],"outperforms":[123],"state-of-the-art":[125],"up":[129],"$10\\times$":[131],"improvement.":[132]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}