{"id":"https://openalex.org/W7134051034","doi":"https://doi.org/10.1007/978-3-032-16848-1_18","title":"Predictive Model of Phishing Attacks Using Machine Learning for Fintech Companies in Peru","display_name":"Predictive Model of Phishing Attacks Using Machine Learning for Fintech Companies in Peru","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134051034","doi":"https://doi.org/10.1007/978-3-032-16848-1_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16848-1_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16848-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5084077011","display_name":"Yazmin Guadalupe Tovar Reyes","orcid":null},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Yazm\u00edn Reyes","raw_affiliation_strings":["Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa"],"raw_orcid":"https://orcid.org/0009-0000-1626-2126","affiliations":[{"raw_affiliation_string":"Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128230783","display_name":"Diego Casallo","orcid":null},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Diego Casallo","raw_affiliation_strings":["Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa"],"raw_orcid":"https://orcid.org/0009-0001-3897-5028","affiliations":[{"raw_affiliation_string":"Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128229762","display_name":"Juan Mansilla","orcid":null},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Juan Mansilla","raw_affiliation_strings":["Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128259751","display_name":"Manuel Escarcena","orcid":null},"institutions":[{"id":"https://openalex.org/I1311157440","display_name":"Peruvian University of Applied Sciences","ror":"https://ror.org/047xrr705","country_code":"PE","type":"education","lineage":["https://openalex.org/I1311157440"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Manuel Escarcena","raw_affiliation_strings":["Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Peruana de Ciencias Aplicadas, Prolongaci\u00f3n Primavera 2390, Santiago de Surco, 15023, Per\u00fa","institution_ids":["https://openalex.org/I1311157440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058071741","display_name":"Miguel A. Buleje","orcid":null},"institutions":[{"id":"https://openalex.org/I276309446","display_name":"University of the Cumberlands","ror":"https://ror.org/05jz3sn81","country_code":"US","type":"education","lineage":["https://openalex.org/I276309446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miguel Buleje","raw_affiliation_strings":["University of the Cumberlands, 6178 College Station Drive, Williamsburg, KY, 40769, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Cumberlands, 6178 College Station Drive, Williamsburg, KY, 40769, USA","institution_ids":["https://openalex.org/I276309446"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5128229762"],"corresponding_institution_ids":["https://openalex.org/I1311157440"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60623294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"233","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.8953999876976013,"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":0.8953999876976013,"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":0.008500000461935997,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.00800000037997961,"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/phishing","display_name":"Phishing","score":0.767799973487854},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.32420000433921814},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.302700012922287},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2791000008583069},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.2720000147819519}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.767799973487854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6437000036239624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5669999718666077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49630001187324524},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.314300000667572},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16848-1_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16848-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W3011999700","https://openalex.org/W3033013607","https://openalex.org/W3118422756","https://openalex.org/W3119858661","https://openalex.org/W3209272920","https://openalex.org/W4200499785","https://openalex.org/W4200573779","https://openalex.org/W4206464561","https://openalex.org/W4212990994","https://openalex.org/W4220811039","https://openalex.org/W4281654741","https://openalex.org/W4284972686","https://openalex.org/W4288077290","https://openalex.org/W4311628232","https://openalex.org/W4379107035","https://openalex.org/W4381741171","https://openalex.org/W4382360453","https://openalex.org/W4385811625","https://openalex.org/W4387350750","https://openalex.org/W4391656824","https://openalex.org/W4391774404","https://openalex.org/W4392477274","https://openalex.org/W4393125448","https://openalex.org/W4393930507","https://openalex.org/W4393931385","https://openalex.org/W4394934893","https://openalex.org/W4394938751","https://openalex.org/W4396884276","https://openalex.org/W4399619126","https://openalex.org/W4399766233","https://openalex.org/W4401074076","https://openalex.org/W4401115080","https://openalex.org/W4402409115","https://openalex.org/W4409002663"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-08T06:56:09.383167","created_date":"2026-03-07T00:00:00"}
