{"id":"https://openalex.org/W4285303118","doi":"https://doi.org/10.1109/tnet.2022.3180158","title":"Measuring Social Network De-Anonymizability by Means of Morphism Property","display_name":"Measuring Social Network De-Anonymizability by Means of Morphism Property","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4285303118","doi":"https://doi.org/10.1109/tnet.2022.3180158"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2022.3180158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2022.3180158","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","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/A5048486573","display_name":"Luoyi Fu","orcid":"https://orcid.org/0000-0001-7796-9168"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Luoyi Fu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662067","display_name":"Jiapeng Zhang","orcid":"https://orcid.org/0000-0002-0364-3568"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapeng Zhang","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015195208","display_name":"Shan Qu","orcid":"https://orcid.org/0000-0001-9743-0485"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Qu","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041706837","display_name":"Huquan Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huquan Kang","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034483183","display_name":"Xinbing Wang","orcid":"https://orcid.org/0000-0002-0357-8356"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbing Wang","raw_affiliation_strings":["Department of Computer Science and Engineering and the Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering and the Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428808","display_name":"Guihai Chen","orcid":"https://orcid.org/0000-0002-6934-1685"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihai Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048486573"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.398,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66206333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":"6","first_page":"2744","last_page":"2759"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"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":0.9991999864578247,"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":0.980400025844574,"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":0.9789000153541565,"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":0.7673054337501526},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.6947738528251648},{"id":"https://openalex.org/keywords/morphism","display_name":"Morphism","score":0.6714099645614624},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.6208752989768982},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5814720392227173},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5452675223350525},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4611871838569641},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24980130791664124},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.19866669178009033},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18698272109031677},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.12176921963691711},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09639167785644531}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7673054337501526},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.6947738528251648},{"id":"https://openalex.org/C137212723","wikidata":"https://www.wikidata.org/wiki/Q1948412","display_name":"Morphism","level":2,"score":0.6714099645614624},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.6208752989768982},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5814720392227173},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5452675223350525},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4611871838569641},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24980130791664124},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.19866669178009033},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18698272109031677},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.12176921963691711},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09639167785644531},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"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/tnet.2022.3180158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2022.3180158","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2011988218","display_name":null,"funder_award_id":"62020106005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2622878473","display_name":null,"funder_award_id":"61829201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2697090571","display_name":null,"funder_award_id":"61960206002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G390658615","display_name":null,"funder_award_id":"JR202132","funder_id":"https://openalex.org/F4320316083","funder_display_name":"Tencent"},{"id":"https://openalex.org/G427400538","display_name":null,"funder_award_id":"18XD1401800","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"},{"id":"https://openalex.org/G5597896998","display_name":null,"funder_award_id":"61822206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7675662412","display_name":null,"funder_award_id":"61832013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8436140462","display_name":null,"funder_award_id":"42050105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8926446059","display_name":null,"funder_award_id":"2018YFB2100302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1865107109","https://openalex.org/W1932742904","https://openalex.org/W1971157729","https://openalex.org/W1984953641","https://openalex.org/W2000042664","https://openalex.org/W2004531067","https://openalex.org/W2013863451","https://openalex.org/W2022704179","https://openalex.org/W2029289148","https://openalex.org/W2044490483","https://openalex.org/W2064275387","https://openalex.org/W2102086994","https://openalex.org/W2129406249","https://openalex.org/W2159675343","https://openalex.org/W2164928285","https://openalex.org/W2166524953","https://openalex.org/W2245073910","https://openalex.org/W2271033212","https://openalex.org/W2345151282","https://openalex.org/W2594456393","https://openalex.org/W2755088640","https://openalex.org/W2784007581","https://openalex.org/W2924996063","https://openalex.org/W2953110595","https://openalex.org/W3001873972","https://openalex.org/W3038743309","https://openalex.org/W3088419579","https://openalex.org/W3103967557","https://openalex.org/W3104026554","https://openalex.org/W4312512934","https://openalex.org/W6694063438","https://openalex.org/W6764852166"],"related_works":["https://openalex.org/W2539930818","https://openalex.org/W2952244080","https://openalex.org/W3012147850","https://openalex.org/W2083894684","https://openalex.org/W4313300189","https://openalex.org/W856865640","https://openalex.org/W2768503191","https://openalex.org/W2949835517","https://openalex.org/W2139158010","https://openalex.org/W3100593643"],"abstract_inverted_index":{"Anonymization":[0],"techniques":[1],"have":[2],"tranquilized":[3],"current":[4],"social":[5,98],"network":[6,53,69,164,178],"users":[7,28,112,124],"in":[8,40,67,79,113,162,224],"terms":[9],"of":[10,97,110,123,160,172,218],"privacy":[11],"leakage,":[12],"however,":[13],"it":[14,56,155],"does":[15],"not":[16,58],"radically":[17],"prevent":[18],"adversaries":[19],"from":[20],"de-anonymizing":[21],"users,":[22],"as":[23,154],"they":[24],"may":[25],"map":[26],"the":[27,51,64,76,84,91,108,111,117,121,157,173],"to":[29,47,141,186,205],"an":[30],"un-anonymized":[31],"network.":[32],"Till":[33],"now,":[34],"researchers":[35],"share":[36],"a":[37,114,131,136,142,151],"common":[38],"thread":[39],"such":[41,182,199],"de-anonymization":[42,49,161],"attack:":[43],"unveiling":[44],"conditions":[45],"leading":[46],"successful":[48],"under":[50],"chosen":[52],"model.":[54],"However,":[55],"has":[57],"yet":[59],"been":[60],"well":[61,185],"understand":[62],"how":[63],"structural":[65],"property":[66,223],"different":[68,163],"models":[70,120],"intrinsically":[71],"determines":[72],"de-anonymizability.":[73,144],"We":[74,88,128,167,192],"address":[75],"above":[77],"issue":[78],"this":[80],"paper":[81],"by":[82],"making":[83],"two":[85,126],"contributions:":[86],"(i)":[87],"discover":[89],"that":[90,130,181,198],"automorphic":[92,105,133],"degree":[93,96,106,119,134,139],"and":[94,135,195,214],"homomorphic":[95,118,138],"networks":[99],"determine":[100],"their":[101],"de-anonymizability":[102,174],"universally.":[103],"The":[104],"characterizes":[107],"distinguishability":[109],"network,":[115],"while":[116],"similarities":[122],"between":[125],"networks.":[127],"conclude":[129],"smaller":[132],"larger":[137],"conduce":[140],"higher":[143],"Such":[145,207],"model-independent":[146],"phenomenon":[147],"refreshes":[148],"us":[149],"with":[150],"latitudinal":[152],"study":[153],"generalizes":[156],"essential":[158],"commonness":[159],"models.":[165],"(ii)":[166],"derive":[168],"explicit":[169],"parametric":[170],"bounds":[171,183],"for":[175],"three":[176],"classic":[177],"models,":[179],"showing":[180],"correspond":[184],"our":[187,219],"conclusion":[188],"about":[189],"morphism":[190,222],"property.":[191],"then":[193],"algorithmically":[194],"experimentally":[196],"show":[197],"theoretical":[200],"results":[201,220],"literally":[202],"make":[203],"sense":[204],"adversaries.":[206],"longitudinal":[208],"study,":[209],"including":[210],"welding":[211],"theory,":[212],"algorithm":[213],"validation,":[215],"promises":[216],"applicability":[217],"on":[221],"real":[225],"cases.":[226]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
