{"id":"https://openalex.org/W2950289837","doi":"https://doi.org/10.1109/tcss.2019.2917003","title":"Fusing Behavioral Projection Models for Identity Theft Detection in Online Social Networks","display_name":"Fusing Behavioral Projection Models for Identity Theft Detection in Online Social Networks","publication_year":2019,"publication_date":"2019-06-19","ids":{"openalex":"https://openalex.org/W2950289837","doi":"https://doi.org/10.1109/tcss.2019.2917003","mag":"2950289837"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2019.2917003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2019.2917003","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/A5100417007","display_name":"Cheng Wang","orcid":"https://orcid.org/0000-0002-4752-0316"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Wang","raw_affiliation_strings":["Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029744805","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0001-8087-2965"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068953117","display_name":"Jipeng Cui","orcid":"https://orcid.org/0000-0001-5066-8349"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jipeng Cui","raw_affiliation_strings":["Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079487079","display_name":"Chaodong Wang","orcid":"https://orcid.org/0000-0001-8784-1002"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaodong Wang","raw_affiliation_strings":["Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of the Ministry of Education for Embedded System and Service Computing, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100417007"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":2.0349,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89687498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"6","issue":"4","first_page":"637","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":1.0,"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":1.0,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7367734313011169},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.679678201675415},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6792773604393005},{"id":"https://openalex.org/keywords/identity-theft","display_name":"Identity theft","score":0.6707053780555725},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6196302175521851},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.59754478931427},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.5525177717208862},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4776555299758911},{"id":"https://openalex.org/keywords/behavioral-analysis","display_name":"Behavioral analysis","score":0.44181716442108154},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44020557403564453},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.43639662861824036},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4164137542247772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40362584590911865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3928983509540558},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3680926561355591},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15613946318626404},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10515955090522766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08668601512908936}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7367734313011169},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.679678201675415},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6792773604393005},{"id":"https://openalex.org/C522325796","wikidata":"https://www.wikidata.org/wiki/Q471880","display_name":"Identity theft","level":2,"score":0.6707053780555725},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6196302175521851},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.59754478931427},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.5525177717208862},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4776555299758911},{"id":"https://openalex.org/C2989277270","wikidata":"https://www.wikidata.org/wiki/Q168338","display_name":"Behavioral analysis","level":2,"score":0.44181716442108154},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44020557403564453},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.43639662861824036},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4164137542247772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40362584590911865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3928983509540558},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3680926561355591},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15613946318626404},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10515955090522766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08668601512908936},{"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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2019.2917003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2019.2917003","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G4867880792","display_name":null,"funder_award_id":"61571331","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W629558026","https://openalex.org/W1004768350","https://openalex.org/W1880262756","https://openalex.org/W1987269351","https://openalex.org/W2017481266","https://openalex.org/W2118978333","https://openalex.org/W2125490153","https://openalex.org/W2139809240","https://openalex.org/W2154868463","https://openalex.org/W2163764145","https://openalex.org/W2187846933","https://openalex.org/W2195256693","https://openalex.org/W2241660235","https://openalex.org/W2313108227","https://openalex.org/W2346227778","https://openalex.org/W2394103513","https://openalex.org/W2398757235","https://openalex.org/W2400908863","https://openalex.org/W2438985978","https://openalex.org/W2550183133","https://openalex.org/W2564068158","https://openalex.org/W2566709528","https://openalex.org/W2583262684","https://openalex.org/W2605266158","https://openalex.org/W2614763420","https://openalex.org/W2742032966","https://openalex.org/W2762878246","https://openalex.org/W2765227388","https://openalex.org/W2770231261","https://openalex.org/W2782495288","https://openalex.org/W2785253650","https://openalex.org/W2791818378","https://openalex.org/W2794543970","https://openalex.org/W2887231366","https://openalex.org/W2892018721","https://openalex.org/W2900547346","https://openalex.org/W3099827099","https://openalex.org/W4231510805","https://openalex.org/W6639619044","https://openalex.org/W6713065523","https://openalex.org/W6731307417","https://openalex.org/W6747617669","https://openalex.org/W6749745906"],"related_works":["https://openalex.org/W2152238375","https://openalex.org/W3088948716","https://openalex.org/W432535052","https://openalex.org/W4384559558","https://openalex.org/W2075878881","https://openalex.org/W2060700435","https://openalex.org/W4210491229","https://openalex.org/W2620035690","https://openalex.org/W4254057609","https://openalex.org/W2187846933"],"abstract_inverted_index":{"We":[0,15,74,92],"aim":[1],"at":[2],"exploiting":[3],"users'":[4,26,50,71,105],"coarse":[5,44],"behavioral":[6,27,37,51,72,106,186],"records":[7,28,38,68],"for":[8,47,69,123],"identity":[9,178],"theft":[10,179],"detection":[11,180],"in":[12,20,39,82,181],"online":[13,21,87],"services.":[14],"concentrate":[16],"on":[17,76,99],"this":[18,54],"issue":[19],"social":[22,90],"networks":[23],"(OSNs)":[24],"that":[25,151],"usually":[29],"consist":[30],"of":[31,67,80,102,116,156],"multiple":[32,185],"dimensional":[33],"behavior":[34,96],"data.":[35,159],"The":[36],"each":[40,100],"dimension":[41,101],"are":[42],"possibly":[43],"and":[45,89,129,140,172],"insufficient":[46],"effectively":[48],"modeling":[49,70],"patterns.":[52,73],"In":[53],"paper,":[55],"we":[56,118,132,149],"investigate":[57],"whether":[58],"there":[59],"is":[60,154],"a":[61,176],"complementary":[62],"effect":[63],"among":[64],"different":[65],"dimensions":[66,79],"focus":[75],"three":[77],"typical":[78],"behaviors":[81],"OSNs,":[83],"i.e.,":[84,104],"offline":[85],"check-ins,":[86],"tip-postings,":[88],"contacts.":[91],"devise":[93],"the":[94,120,134,152,157,164,170],"dedicated":[95],"models":[97],"based":[98],"data,":[103],"projection":[107,187],"models.":[108,188],"Then,":[109],"by":[110,183],"examining":[111],"all":[112],"feasible":[113],"logical":[114,142],"combinations":[115],"them,":[117],"find":[119,150],"optimal":[121,141],"ones":[122],"two":[124],"real-world":[125],"data":[126],"sets:":[127],"Foursquare":[128],"Yelp.":[130],"Notably,":[131],"analyze":[133],"potential":[135],"correlation":[136,153],"between":[137],"customized":[138,177],"demand":[139],"fusion":[143],"scheme.":[144],"As":[145],"an":[146],"insightful":[147],"result,":[148],"independent":[155],"specific":[158],"This":[160],"study":[161],"would":[162],"give":[163],"cybersecurity":[165],"community":[166],"new":[167],"insights":[168],"into":[169],"possibility":[171],"methodology":[173],"to":[174],"achieve":[175],"OSNs":[182],"integrating":[184]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}