{"id":"https://openalex.org/W7154894193","doi":"https://doi.org/10.1007/978-3-032-16165-9_14","title":"Improving Machine Learning Models for\u00a0URL Phishing Detection Using Synthetic Data","display_name":"Improving Machine Learning Models for\u00a0URL Phishing Detection Using Synthetic Data","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154894193","doi":"https://doi.org/10.1007/978-3-032-16165-9_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-16165-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16165-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5082796012","display_name":"Francisco Cardoso","orcid":"https://orcid.org/0009-0006-3405-4041"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Francisco Cardoso","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0009-0006-3405-4041","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Eva Maia","orcid":"https://orcid.org/0000-0002-8075-531X"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Eva Maia","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-8075-531X","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005516592","display_name":"Isabel Pra\u00e7a","orcid":"https://orcid.org/0000-0002-2519-9859"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel Pra\u00e7a","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2519-9859","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082796012"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.91155712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.953499972820282,"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":0.953499972820282,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.007799999788403511,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.002899999963119626,"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":0.6126000285148621},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.44359999895095825},{"id":"https://openalex.org/keywords/noisy-data","display_name":"Noisy data","score":0.3912000060081482},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.32249999046325684},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.27489998936653137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8744999766349792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6169999837875366},{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.6126000285148621},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.579800009727478},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.44359999895095825},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.3912000060081482},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.32249999046325684},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32170000672340393},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25949999690055847}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-16165-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-16165-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2132069633","https://openalex.org/W2899992227","https://openalex.org/W3003545752","https://openalex.org/W3012459057","https://openalex.org/W3105217250","https://openalex.org/W3157510103","https://openalex.org/W3158143049","https://openalex.org/W3165906701","https://openalex.org/W3180087342","https://openalex.org/W4281291316","https://openalex.org/W4285816411","https://openalex.org/W4296617364","https://openalex.org/W4303614436","https://openalex.org/W4308531811","https://openalex.org/W4309321702","https://openalex.org/W4313588323","https://openalex.org/W4322706916","https://openalex.org/W4323065767","https://openalex.org/W4362586487","https://openalex.org/W4382176548","https://openalex.org/W4387197963","https://openalex.org/W4387826905","https://openalex.org/W4392741075","https://openalex.org/W4394015528","https://openalex.org/W4396655868","https://openalex.org/W4396839042","https://openalex.org/W4396840958","https://openalex.org/W4400921443","https://openalex.org/W4402683749","https://openalex.org/W4403124943","https://openalex.org/W4403663213","https://openalex.org/W4405654320","https://openalex.org/W4409396613","https://openalex.org/W4409671106","https://openalex.org/W4415003351","https://openalex.org/W6925681295"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2026-04-20T00:00:00"}
