{"id":"https://openalex.org/W2529689813","doi":"https://doi.org/10.1109/tpds.2016.2615020","title":"Preserving Privacy with Probabilistic Indistinguishability in Weighted Social Networks","display_name":"Preserving Privacy with Probabilistic Indistinguishability in Weighted Social Networks","publication_year":2016,"publication_date":"2016-10-04","ids":{"openalex":"https://openalex.org/W2529689813","doi":"https://doi.org/10.1109/tpds.2016.2615020","mag":"2529689813"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2016.2615020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2615020","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","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":"https://openalex.org/A5100432505","display_name":"Qin Liu","orcid":"https://orcid.org/0000-0003-0236-4513"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qin Liu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan Province, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan Province, P. R. China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386726","display_name":"Guojun Wang","orcid":"https://orcid.org/0000-0001-9875-4182"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guojun Wang","raw_affiliation_strings":["School of Computer Science and Educational Software, Guangzhou University, Guangzhou, Guangdong Province, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Educational Software, Guangzhou University, Guangzhou, Guangdong Province, P. R. China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023161928","display_name":"Feng Li","orcid":"https://orcid.org/0000-0002-4387-423X"},"institutions":[{"id":"https://openalex.org/I135191193","display_name":"University of Indianapolis","ror":"https://ror.org/052133d12","country_code":"US","type":"education","lineage":["https://openalex.org/I135191193"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Li","raw_affiliation_strings":["Department of Computer and Information Technology, Indiana University-Purdue University Indianapolis, Indianapolis, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology, Indiana University-Purdue University Indianapolis, Indianapolis, IN","institution_ids":["https://openalex.org/I135191193","https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025361199","display_name":"Shuhui Yang","orcid":"https://orcid.org/0000-0002-1263-433X"},"institutions":[{"id":"https://openalex.org/I117015748","display_name":"Purdue University Northwest","ror":"https://ror.org/04keq6987","country_code":"US","type":"education","lineage":["https://openalex.org/I117015748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuhui Yang","raw_affiliation_strings":["Department of Math, Computer Science, and Statistics, Purdue University Calumet, Hammond, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Math, Computer Science, and Statistics, Purdue University Calumet, Hammond, IN","institution_ids":["https://openalex.org/I117015748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100600528","display_name":"Jie Wu","orcid":"https://orcid.org/0000-0002-3472-1717"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, Philadelphia, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, Philadelphia, PA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":35.6351,"has_fulltext":false,"cited_by_count":147,"citation_normalized_percentile":{"value":0.9967444,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"28","issue":"5","first_page":"1417","last_page":"1429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9961000084877014,"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":0.989300012588501,"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":0.7535831928253174},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6691834926605225},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5452353358268738},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4975738823413849},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4569947123527527},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45127809047698975},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4482835829257965},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.16033008694648743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13257652521133423},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10267484188079834}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7535831928253174},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6691834926605225},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5452353358268738},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4975738823413849},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4569947123527527},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45127809047698975},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4482835829257965},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.16033008694648743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13257652521133423},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10267484188079834},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2016.2615020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2615020","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1029942700","display_name":null,"funder_award_id":"CNS 1460971","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G1412934571","display_name":"\u591a\u6743\u9650\u7ec4\u64ad\u901a\u4fe1\u4e2d\u7fa4\u7ec4\u5bc6\u94a5\u7ba1\u7406\u95ee\u9898\u7684\u7814\u7a76","funder_award_id":"61272151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2257902435","display_name":null,"funder_award_id":"61632009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G246282045","display_name":null,"funder_award_id":"CNS 1301774","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G2882649318","display_name":null,"funder_award_id":"2015JJ3046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3124672717","display_name":null,"funder_award_id":"CNS 1439672","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G3245300514","display_name":null,"funder_award_id":"CNS 1461932","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G5155810804","display_name":null,"funder_award_id":"DUE 1431330","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G5712164178","display_name":"\u51c0\u5ba4\u4e91\u8ba1\u7b97\u7406\u8bba\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"61472451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6529784603","display_name":null,"funder_award_id":"61402161","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7761370796","display_name":null,"funder_award_id":"CNS 1449860","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G98361367","display_name":null,"funder_award_id":"ECCS 1231461","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W20667085","https://openalex.org/W162473491","https://openalex.org/W1482680420","https://openalex.org/W1607066202","https://openalex.org/W1854214752","https://openalex.org/W1991111385","https://openalex.org/W1991514581","https://openalex.org/W1998091733","https://openalex.org/W2008620264","https://openalex.org/W2025108921","https://openalex.org/W2032186932","https://openalex.org/W2056225629","https://openalex.org/W2070265204","https://openalex.org/W2081991095","https://openalex.org/W2097746044","https://openalex.org/W2119404697","https://openalex.org/W2128248866","https://openalex.org/W2138682683","https://openalex.org/W2146008005","https://openalex.org/W2153689444","https://openalex.org/W2157826538","https://openalex.org/W2161160262","https://openalex.org/W2161579228","https://openalex.org/W2170018461","https://openalex.org/W2170616854","https://openalex.org/W2343527030","https://openalex.org/W2611980959","https://openalex.org/W4285719527","https://openalex.org/W6639055396","https://openalex.org/W6648252976","https://openalex.org/W6677736305","https://openalex.org/W6738000383"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2030628044"],"abstract_inverted_index":{"The":[0],"increasing":[1],"popularity":[2],"of":[3,113,157],"social":[4,12,20,32,137],"networks":[5,21],"has":[6,59],"inspired":[7],"recent":[8],"research":[9],"to":[10,133],"explore":[11],"graphs":[13,33],"for":[14],"marketing":[15],"and":[16,68,79,124,148,155],"data":[17,150],"mining.":[18],"As":[19],"often":[22],"contain":[23],"sensitive":[24],"information":[25],"about":[26,61],"individuals,":[27],"preserving":[28,110],"privacy":[29,121],"when":[30],"publishing":[31],"becomes":[34],"an":[35,57,85],"important":[36],"issue.":[37],"In":[38],"this":[39,83,107],"paper,":[40],"we":[41,117],"consider":[42],"the":[43,114,153,158],"identity":[44],"disclosure":[45],"problem":[46],"in":[47],"releasingweightedsocial":[48],"graphs.":[49,104],"We":[50],"identifyweighted":[51],"1*-neighborhood":[52],"attacks,":[53],"which":[54],"assume":[55],"that":[56],"attacker":[58,86],"knowledge":[60],"not":[62],"only":[63],"a":[64,89,119,126,135,141],"target's":[65],"one-hop":[66],"neighbors":[67],"connections":[69],"between":[70],"them":[71],"(1-neighborhood":[72],"graph),":[73],"but":[74],"also":[75],"related":[76],"node":[77],"degrees":[78],"edge":[80],"weights.":[81],"With":[82],"information,":[84],"may":[87],"re-identify":[88],"target":[90],"with":[91,139],"high":[92,111],"confidence,":[93],"even":[94],"if":[95],"any":[96],"node's":[97],"1-neighborhood":[98],"graph":[99,138],"is":[100],"isomorphic":[101],"with$k-1$other":[102],"nodes\u2019":[103],"To":[105],"counter":[106],"attack":[108],"while":[109],"utility":[112],"published":[115],"graph,":[116],"define":[118],"key":[120],"property,probabilistic":[122],"indistinguishability,":[123],"propose":[125],"heuristic":[127],"indistinguishable":[128],"group":[129],"anonymization":[130],"(HIGA)":[131],"scheme":[132],"anonymize":[134],"weighted":[136],"such":[140],"property.":[142],"Extensive":[143],"experiments":[144],"on":[145],"both":[146],"real":[147],"synthetic":[149],"sets":[151],"illustrate":[152],"effectiveness":[154],"efficiency":[156],"proposed":[159],"scheme.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":34},{"year":2017,"cited_by_count":6}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}