{"id":"https://openalex.org/W2016512187","doi":"https://doi.org/10.1109/icsmc.2011.6083998","title":"Detection of Internet scam using logistic regression","display_name":"Detection of Internet scam using logistic regression","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2016512187","doi":"https://doi.org/10.1109/icsmc.2011.6083998","mag":"2016512187"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2011.6083998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2011.6083998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Systems, Man, and Cybernetics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Detection_of_Internet_Scam_Using_Logistic_Regression/6473309","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019884726","display_name":"Mehrbod Sharifi","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mehrbod Sharifi","raw_affiliation_strings":["Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","Computer Science, Carnegie Mellon University, Pittsburgh, PA 15217, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Computer Science, Carnegie Mellon University, Pittsburgh, PA 15217, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109878371","display_name":"Eugene Fink","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugene Fink","raw_affiliation_strings":["Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","Computer Science, Carnegie Mellon University, Pittsburgh, PA 15217, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Computer Science, Carnegie Mellon University, Pittsburgh, PA 15217, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109861718","display_name":"Jaime Carbonell","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime G. Carbonell","raw_affiliation_strings":["Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","Computer Science, Carnegie Mellon University, Pittsburgh, PA 15217, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Computer Science, Carnegie Mellon University, Pittsburgh, PA 15217, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019884726"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":3.0554,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92605686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2168","last_page":"2172"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"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/the-internet","display_name":"The Internet","score":0.8030401468276978},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.7535262107849121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6730647087097168},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.47263428568840027},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.37884682416915894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15723058581352234}],"concepts":[{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.8030401468276978},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7535262107849121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6730647087097168},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.47263428568840027},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37884682416915894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15723058581352234}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/icsmc.2011.6083998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2011.6083998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Systems, Man, and Cybernetics","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.cmu.edu:lti-1047","is_oa":false,"landing_page_url":"http://repository.cmu.edu/lti/39","pdf_url":null,"source":{"id":"https://openalex.org/S4306400668","display_name":"Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Language Technologies Institute","raw_type":"text"},{"id":"pmh:doi:10.1184/r1/6473309","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.206.3729","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.206.3729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-2.cs.cmu.edu/%7Eeugene/research/full/detect-scam.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.932.2318","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.932.2318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://repository.cmu.edu/cgi/viewcontent.cgi?article%3D1047%26context%3Dlti","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/6473309","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Detection_of_Internet_Scam_Using_Logistic_Regression/6473309","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.1184/r1/6473309.v1","is_oa":true,"landing_page_url":"https://doi.org/10.1184/r1/6473309.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/6473309","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Detection_of_Internet_Scam_Using_Logistic_Regression/6473309","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1504194272","https://openalex.org/W1590936031","https://openalex.org/W1685426458","https://openalex.org/W1970867218","https://openalex.org/W1988814344","https://openalex.org/W2004082677","https://openalex.org/W2008713384","https://openalex.org/W2008715691","https://openalex.org/W2101919228","https://openalex.org/W2157597875","https://openalex.org/W2169270715","https://openalex.org/W2916045930","https://openalex.org/W6629992195","https://openalex.org/W6635150131","https://openalex.org/W6675580205"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Internet":[0,36],"scam":[1],"is":[2,60],"fraudulent":[3],"or":[4,22],"intentionally":[5],"misleading":[6],"information":[7],"posted":[8],"on":[9],"the":[10,14,54],"web,":[11],"usually":[12],"with":[13],"intent":[15],"of":[16,30,35],"tricking":[17],"people":[18],"into":[19],"sending":[20],"money":[21],"disclosing":[23],"sensitive":[24],"information.":[25],"We":[26,62],"describe":[27],"an":[28],"application":[29],"logistic":[31],"regression":[32],"to":[33],"detection":[34],"scam.":[37],"The":[38],"developed":[39],"system":[40],"automatically":[41],"collects":[42],"43":[43],"characteristic":[44],"statistics":[45],"about":[46,75],"websites":[47],"from":[48],"11":[49],"online":[50],"sources":[51],"and":[52,72],"computes":[53],"probability":[55],"that":[56,69],"a":[57],"given":[58],"website":[59],"malicious.":[61],"present":[63],"its":[64,70],"empirical":[65],"evaluation,":[66],"which":[67],"shows":[68],"precision":[71],"recall":[73],"are":[74],"98%.":[76]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
