{"id":"https://openalex.org/W1512495722","doi":"https://doi.org/10.1109/infocom.2015.7218391","title":"Exploiting mobile social behaviors for Sybil detection","display_name":"Exploiting mobile social behaviors for Sybil detection","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1512495722","doi":"https://doi.org/10.1109/infocom.2015.7218391","mag":"1512495722"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2015.7218391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2015.7218391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Communications (INFOCOM)","raw_type":"proceedings-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/A5100736887","display_name":"Kuan Zhang","orcid":"https://orcid.org/0000-0002-4262-153X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Kuan Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101655447","display_name":"Xiaohui Liang","orcid":"https://orcid.org/0000-0003-4064-2393"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohui Liang","raw_affiliation_strings":["Department of Computer Science, Dartmouth College, Hanover, NH, USA","Department of Computer Science; Dartmouth College; Hanover NH USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]},{"raw_affiliation_string":"Department of Computer Science; Dartmouth College; Hanover NH USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070447777","display_name":"Rongxing Lu","orcid":"https://orcid.org/0000-0001-5720-0941"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rongxing Lu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329754","display_name":"Kan Yang","orcid":"https://orcid.org/0000-0003-4234-9596"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kan Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Sherman Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100736887"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":10.3174,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.98371505,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9997000098228455,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/sybil-attack","display_name":"Sybil attack","score":0.8142977952957153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.761701762676239},{"id":"https://openalex.org/keywords/mobile-social-network","display_name":"Mobile social network","score":0.5867420434951782},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5558404922485352},{"id":"https://openalex.org/keywords/pseudonym","display_name":"Pseudonym","score":0.5425302982330322},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5208926200866699},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5187642574310303},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.513861894607544},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5130640268325806},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4728812575340271},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43971681594848633},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1810610294342041},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.1334027349948883},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08264729380607605}],"concepts":[{"id":"https://openalex.org/C2777505653","wikidata":"https://www.wikidata.org/wiki/Q4470796","display_name":"Sybil attack","level":3,"score":0.8142977952957153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.761701762676239},{"id":"https://openalex.org/C2780228002","wikidata":"https://www.wikidata.org/wiki/Q2059727","display_name":"Mobile social network","level":3,"score":0.5867420434951782},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5558404922485352},{"id":"https://openalex.org/C2776021475","wikidata":"https://www.wikidata.org/wiki/Q61002","display_name":"Pseudonym","level":2,"score":0.5425302982330322},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5208926200866699},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5187642574310303},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.513861894607544},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5130640268325806},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4728812575340271},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43971681594848633},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1810610294342041},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.1334027349948883},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08264729380607605},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom.2015.7218391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2015.7218391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Communications (INFOCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6200000047683716,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320321026","display_name":"Ministry of Earth Sciences","ror":"https://ror.org/013cf5k59"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1671965234","https://openalex.org/W1781642226","https://openalex.org/W1788452017","https://openalex.org/W1976188976","https://openalex.org/W1977930421","https://openalex.org/W1980035202","https://openalex.org/W1988139197","https://openalex.org/W2006921752","https://openalex.org/W2007890401","https://openalex.org/W2016212323","https://openalex.org/W2016707451","https://openalex.org/W2025212824","https://openalex.org/W2041823554","https://openalex.org/W2045775870","https://openalex.org/W2080989882","https://openalex.org/W2092277251","https://openalex.org/W2095640719","https://openalex.org/W2110221314","https://openalex.org/W2110801527","https://openalex.org/W2116007667","https://openalex.org/W2118765159","https://openalex.org/W2124168655","https://openalex.org/W2134919842","https://openalex.org/W2139144138","https://openalex.org/W2141558197","https://openalex.org/W2144749388","https://openalex.org/W2153305401","https://openalex.org/W2963817922","https://openalex.org/W6637006203","https://openalex.org/W6638049533","https://openalex.org/W6638436873","https://openalex.org/W6651817479"],"related_works":["https://openalex.org/W4312703968","https://openalex.org/W3040655580","https://openalex.org/W4238485385","https://openalex.org/W4237288550","https://openalex.org/W2027274379","https://openalex.org/W2519216959","https://openalex.org/W1512495722","https://openalex.org/W1976188976","https://openalex.org/W2275408081","https://openalex.org/W2889509022"],"abstract_inverted_index":{"In":[0,109],"this":[1],"paper,":[2],"we":[3,25,87,119],"propose":[4,120],"a":[5,89,121],"Social-based":[6],"Mobile":[7],"Sybil":[8,14,31,54,84,143,162],"Detection":[9],"(SMSD)":[10],"scheme":[11],"to":[12,37,52,74,81,98,128],"detect":[13,129,160],"attackers":[15,32,55,144,163],"from":[16,56,145],"their":[17,38,48],"abnormal":[18],"contacts":[19,46],"and":[20,47,63,80,106,116,150],"pseudonym":[21,49],"changing":[22,50],"behaviors.":[23],"Specifically,":[24],"first":[26],"define":[27],"four":[28,148],"levels":[29],"of":[30,66],"in":[33],"mobile":[34,44,67,76,94,104,112,132],"environments":[35],"according":[36],"attacking":[39],"capabilities.":[40],"We":[41],"then":[42],"exploit":[43],"users'":[45],"behaviors":[51],"distinguish":[53],"normal":[57],"users.":[58,133],"To":[59],"alleviate":[60],"the":[61,69,83,100,130,138,142,146,151,157],"storage":[62],"computation":[64],"burden":[65],"users,":[68],"cloud":[70,107],"server":[71],"is":[72],"introduced":[73],"store":[75],"user's":[77,95,113],"contact":[78,96,101,114],"information":[79],"perform":[82],"detection.":[85],"Furthermore,":[86],"utilize":[88],"ring":[90],"structure":[91],"associated":[92],"with":[93,124,164],"signatures":[97],"resist":[99,141],"forgery":[102],"by":[103],"users":[105],"servers.":[108],"addition,":[110],"investigating":[111],"distribution":[115],"social":[117],"proximity,":[118],"semi-supervised":[122],"learning":[123],"Hidden":[125],"Markov":[126],"Model":[127],"colluded":[131],"Security":[134],"analysis":[135],"demonstrates":[136],"that":[137,156],"SMSD":[139,158],"can":[140,159],"defined":[147],"levels,":[149],"extensive":[152],"trace-driven":[153],"simulation":[154],"shows":[155],"these":[161],"high":[165],"accuracy.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}