{"id":"https://openalex.org/W1968955064","doi":"https://doi.org/10.1147/jrd.2010.2066050","title":"A behavior-based SMS antispam system","display_name":"A behavior-based SMS antispam system","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W1968955064","doi":"https://doi.org/10.1147/jrd.2010.2066050","mag":"1968955064"},"language":"en","primary_location":{"id":"doi:10.1147/jrd.2010.2066050","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2010.2066050","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","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/A5031641084","display_name":"C. Wang","orcid":"https://orcid.org/0009-0006-8394-4120"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C. Wang","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111529825","display_name":"Yexin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Y. Zhang","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057548366","display_name":"X. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"X. Chen","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052591427","display_name":"Z. Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Z. Liu","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658547","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0002-1965-2602"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. Shi","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024213726","display_name":"G. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"G. Chen","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103208326","display_name":"Fei Qiu","orcid":"https://orcid.org/0000-0002-6719-5688"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"F. Qiu","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103050488","display_name":"C. F. Ying","orcid":"https://orcid.org/0000-0001-8980-2314"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C. Ying","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103434437","display_name":"Wang Lu","orcid":"https://orcid.org/0000-0002-2052-7219"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"W. Lu","raw_affiliation_strings":["IBM China Research Laboratory, Haidian District, Beijing, P.R. China","IBM China Research Laboratory, Beijing, P. R. China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Haidian District, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210126794"]},{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, P. R. China#TAB#","institution_ids":["https://openalex.org/I4210126794"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210126794"],"apc_list":null,"apc_paid":null,"fwci":7.8552,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97086144,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"54","issue":"6","first_page":"3:1","last_page":"3:16"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9983999729156494,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7388933897018433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6579924821853638},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5672704577445984},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5010144710540771},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.494217187166214},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.48969390988349915},{"id":"https://openalex.org/keywords/short-message-service","display_name":"Short Message Service","score":0.45478594303131104},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3884934186935425},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34210091829299927},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3414270281791687},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.33392542600631714},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16550827026367188},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12459185719490051}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7388933897018433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6579924821853638},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5672704577445984},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5010144710540771},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.494217187166214},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.48969390988349915},{"id":"https://openalex.org/C74558129","wikidata":"https://www.wikidata.org/wiki/Q43024","display_name":"Short Message Service","level":2,"score":0.45478594303131104},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3884934186935425},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34210091829299927},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3414270281791687},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.33392542600631714},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16550827026367188},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12459185719490051},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1147/jrd.2010.2066050","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2010.2066050","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6299999952316284,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W113187444","https://openalex.org/W217985499","https://openalex.org/W1982302133","https://openalex.org/W2000369940","https://openalex.org/W2035621475","https://openalex.org/W2062614982","https://openalex.org/W2097381646","https://openalex.org/W2100903497","https://openalex.org/W2112554371","https://openalex.org/W2123845384","https://openalex.org/W2128247032","https://openalex.org/W2162750267"],"related_works":["https://openalex.org/W2508400452","https://openalex.org/W2982153246","https://openalex.org/W3131909607","https://openalex.org/W4289912274","https://openalex.org/W2017287567","https://openalex.org/W2128544598","https://openalex.org/W2096358051","https://openalex.org/W2537836976","https://openalex.org/W2577848644","https://openalex.org/W2235697787"],"abstract_inverted_index":{"Short":[0],"messaging":[1],"service":[2],"(SMS)":[3],"is":[4,17],"one":[5],"of":[6,39,84,122],"the":[7,37,73,81,112],"fastest-growing":[8],"telecom":[9,40],"value-added":[10],"services":[11],"worldwide.":[12],"However,":[13],"mobile":[14,23],"message":[15],"spam":[16],"a":[18,34,120],"side":[19],"effect":[20],"for":[21],"ordinary":[22],"phone":[24],"users":[25],"that":[26,51,94],"seriously":[27],"troubles":[28],"their":[29],"daily":[30],"life":[31],"and,":[32],"as":[33],"result,":[35],"threatens":[36],"revenue":[38],"operators.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"present":[46],"an":[47],"SMS":[48],"antispam":[49],"system":[50,70,97,114],"combines":[52],"behavior-based":[53],"social":[54,85],"network":[55],"and":[56,67,72,103,105,115,125],"temporal":[57],"(spectral)":[58],"analysis":[59],"to":[60],"detect":[61],"spammers":[62,102],"with":[63,107],"both":[64],"high":[65],"precision":[66,121],"recall.":[68],"The":[69],"infrastructure":[71],"proposed":[74,96],"approximate":[75],"neighborhood":[76],"index":[77],"solution,":[78],"which":[79],"solves":[80],"scalability":[82],"issue":[83],"networks,":[86],"are":[87],"described":[88],"in":[89],"detail.":[90],"Experimental":[91],"results":[92],"demonstrate":[93],"our":[95],"achieves":[98],"excellent":[99],"discrimination":[100],"between":[101],"legitimates,":[104],"even":[106],"fixed":[108],"recall":[109],"at":[110],"95%,":[111],"online":[113],"offline":[116],"detection":[117],"subsystems":[118],"maintain":[119],"about":[123],"98%":[124],"99.5%,":[126],"respectively.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":8}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
