{"id":"https://openalex.org/W4285300984","doi":"https://doi.org/10.1109/tcss.2022.3174011","title":"Trust-Aware Detection of Malicious Users in Dating Social Networks","display_name":"Trust-Aware Detection of Malicious Users in Dating Social Networks","publication_year":2022,"publication_date":"2022-05-18","ids":{"openalex":"https://openalex.org/W4285300984","doi":"https://doi.org/10.1109/tcss.2022.3174011"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3174011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3174011","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social 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/A5089504286","display_name":"Xingfa Shen","orcid":"https://orcid.org/0000-0002-6419-9149"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingfa Shen","raw_affiliation_strings":["Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6419-9149","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026331522","display_name":"Wentao Lv","orcid":"https://orcid.org/0000-0002-5076-1452"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Lv","raw_affiliation_strings":["Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5076-1452","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033300815","display_name":"Jianhui Qiu","orcid":"https://orcid.org/0000-0002-9383-579X"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Qiu","raw_affiliation_strings":["Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9383-579X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082994028","display_name":"Achhardeep Kaur","orcid":"https://orcid.org/0000-0002-9198-1072"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Achhardeep Kaur","raw_affiliation_strings":["Institute of Innovation, Science and Sustainability, Federation University Australia, Ballarat, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Innovation, Science and Sustainability, Federation University Australia, Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024972631","display_name":"Fengjun Xiao","orcid":"https://orcid.org/0000-0002-4114-4209"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengjun Xiao","raw_affiliation_strings":["Sci-Tech Academy, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4114-4209","affiliations":[{"raw_affiliation_string":"Sci-Tech Academy, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089615958","display_name":"Feng Xia","orcid":"https://orcid.org/0000-0002-8324-1859"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Feng Xia","raw_affiliation_strings":["Institute of Innovation, Science and Sustainability, Federation University Australia, Ballarat, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8324-1859","affiliations":[{"raw_affiliation_string":"Institute of Innovation, Science and Sustainability, Federation University Australia, Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6479,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.973574,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"5","first_page":"2587","last_page":"2598"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9937000274658203,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7585408687591553},{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.7243859767913818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7088650465011597},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.6752848625183105},{"id":"https://openalex.org/keywords/thriving","display_name":"Thriving","score":0.650287926197052},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.634627103805542},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4948989748954773},{"id":"https://openalex.org/keywords/internet-users","display_name":"Internet users","score":0.43035799264907837},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42935553193092346},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.41501322388648987},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34538835287094116},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18835356831550598}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7585408687591553},{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.7243859767913818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7088650465011597},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.6752848625183105},{"id":"https://openalex.org/C2776745293","wikidata":"https://www.wikidata.org/wiki/Q7798302","display_name":"Thriving","level":2,"score":0.650287926197052},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.634627103805542},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4948989748954773},{"id":"https://openalex.org/C3019036681","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"Internet users","level":3,"score":0.43035799264907837},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42935553193092346},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.41501322388648987},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34538835287094116},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18835356831550598},{"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcss.2022.3174011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3174011","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"},{"id":"pmh:vital:19089","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/198704","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5501497924","display_name":null,"funder_award_id":"62072121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1412198126","https://openalex.org/W1990664060","https://openalex.org/W1996665163","https://openalex.org/W2087681821","https://openalex.org/W2147367858","https://openalex.org/W2194775991","https://openalex.org/W2344231153","https://openalex.org/W2469083229","https://openalex.org/W2527639203","https://openalex.org/W2572805991","https://openalex.org/W2726872669","https://openalex.org/W2764040154","https://openalex.org/W2771677725","https://openalex.org/W2805473258","https://openalex.org/W2807476744","https://openalex.org/W2807874642","https://openalex.org/W2808779485","https://openalex.org/W2883466556","https://openalex.org/W2887716781","https://openalex.org/W2898807265","https://openalex.org/W2899383044","https://openalex.org/W2901334279","https://openalex.org/W2903784017","https://openalex.org/W2905626196","https://openalex.org/W2910547280","https://openalex.org/W2911201398","https://openalex.org/W2962973998","https://openalex.org/W2969916858","https://openalex.org/W2971512362","https://openalex.org/W2977190792","https://openalex.org/W2980642206","https://openalex.org/W2991452545","https://openalex.org/W2997080176","https://openalex.org/W3004079810","https://openalex.org/W3033266910","https://openalex.org/W3048307099","https://openalex.org/W3083482612","https://openalex.org/W3091317159","https://openalex.org/W3105463319","https://openalex.org/W3113024613","https://openalex.org/W3138245778","https://openalex.org/W6756978413","https://openalex.org/W6767183097"],"related_works":["https://openalex.org/W3108752399","https://openalex.org/W2287013604","https://openalex.org/W2914974179","https://openalex.org/W2998775862","https://openalex.org/W2248792031","https://openalex.org/W4317952638","https://openalex.org/W3018198392","https://openalex.org/W3217356043","https://openalex.org/W2623568172","https://openalex.org/W2899221877"],"abstract_inverted_index":{"Online":[0],"dating":[1,23,59,93,115,149],"is":[2,24,96,213],"an":[3,63],"increasingly":[4],"thriving":[5],"business":[6],"which":[7,212],"boosts":[8],"billion-dollar":[9],"revenues":[10],"and":[11,32,68,75,100,163,204],"attracts":[12],"users":[13,139],"in":[14,65,114,127],"the":[15,28,36,45,88,175,194],"tens":[16],"of":[17,38,57,90,144,178,200,208],"millions.":[18],"Despite":[19],"its":[20],"popularity,":[21],"internet":[22],"not":[25],"exempt":[26],"from":[27,146],"concerns":[29,67],"about":[30],"privacy":[31],"trust":[33,157],"posed":[34],"by":[35],"revelation":[37],"potentially":[39,51],"sensitive":[40],"data":[41,145],"as":[42,44,70,72,78,104,106],"well":[43,71],"exposure":[46],"to":[47,62,98,136,159,173,202,210],"self-reported":[48],"(and":[49],"hence":[50],"distorted)":[52],"information.":[53],"The":[54,190],"increasing":[55],"popularity":[56],"online":[58,92],"networks":[60,117],"leads":[61],"increase":[64],"security":[66],"challenges,":[69],"harmful":[73],"actions":[74],"attacks,":[76],"such":[77],"creating":[79],"fake":[80],"accounts,":[81],"phishing":[82],"on":[83,141],"these":[84],"networks.":[85],"To":[86,122],"maintain":[87],"safety":[89],"legitimate":[91,164],"users,":[94],"it":[95],"critical":[97],"recognize":[99],"isolate":[101],"criminal":[102],"people":[103],"soon":[105],"possible.":[107],"However,":[108],"researchers":[109],"concerning":[110],"malicious":[111,138,162,179],"user":[112,156,180],"detection":[113,134],"social":[116],"are":[118],"merely":[119],"a":[120,132,147,155,169,198,205],"few.":[121],"address":[123],"some":[124],"key":[125],"challenges":[126],"this":[128],"space,":[129],"we":[130,153,167],"propose":[131,168],"trust-aware":[133],"framework":[135],"detect":[137],"based":[140],"different":[142],"kinds":[143],"real":[148],"site.":[150],"In":[151],"particular,":[152],"develop":[154],"model":[158],"distinguish":[160],"between":[161],"users.":[165],"Furthermore,":[166],"novel":[170],"data-balancing":[171],"method":[172],"improve":[174],"recall":[176,206],"rate":[177,207],"detection.":[181],"Extensive":[182],"experiments":[183],"have":[184],"been":[185],"conducted":[186],"over":[187],"real-world":[188],"datasets.":[189],"results":[191],"show":[192],"that":[193],"proposed":[195],"approach":[196],"yields":[197],"precision":[199],"up":[201,209],"59.16%":[203],"73%,":[211],"significantly":[214],"higher":[215],"than":[216],"other":[217],"baseline":[218],"algorithms.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}