{"id":"https://openalex.org/W4403759070","doi":"https://doi.org/10.1109/access.2024.3486462","title":"Phishing Website Detection Using Deep Learning Models","display_name":"Phishing Website Detection Using Deep Learning Models","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403759070","doi":"https://doi.org/10.1109/access.2024.3486462"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3486462","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3486462","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3486462","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114404588","display_name":"Ume Zara","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ume Zara","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan","Department of Computer Science, COMSATS University Islamabad - Wah Campus, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad - Wah Campus, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030559848","display_name":"Kashif Ayub","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Kashif Ayyub","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan","Department of Computer Science, COMSATS University Islamabad - Wah Campus, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad - Wah Campus, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112929761","display_name":"Hikmat Ullah Khan","orcid":"https://orcid.org/0009-0005-7376-7880"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I160968435","display_name":"University of Sargodha","ror":"https://ror.org/0086rpr26","country_code":"PK","type":"education","lineage":["https://openalex.org/I160968435"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hikmat Ullah Khan","raw_affiliation_strings":["Department of Information Technology, University of Sargodha, Sargodha, Pakistan","Department of Information Technology, University of Sargodha, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Sargodha, Sargodha, Pakistan","institution_ids":["https://openalex.org/I160968435"]},{"raw_affiliation_string":"Department of Information Technology, University of Sargodha, Pakistan","institution_ids":["https://openalex.org/I160968435","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084703478","display_name":"Ali Daud","orcid":"https://orcid.org/0000-0002-8284-6354"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Daud","raw_affiliation_strings":["Faculty of Resilience, Rabdan Academy, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-8284-6354","affiliations":[{"raw_affiliation_string":"Faculty of Resilience, Rabdan Academy, Abu Dhabi, United Arab Emirates","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080715651","display_name":"Tariq Alsahfi","orcid":"https://orcid.org/0000-0003-4299-1626"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tariq Alsahfi","raw_affiliation_strings":["Department of Information Systems and Technology, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4299-1626","affiliations":[{"raw_affiliation_string":"Department of Information Systems and Technology, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114404589","display_name":"Saima Gulzar","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saima Gulzar Ahmad","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan","Department of Computer Science, COMSATS University Islamabad - Wah Campus, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad - Wah Campus, Islamabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":19.9457,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.99361518,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"167072","last_page":"167087"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7045581340789795},{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.5739473104476929},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5213169455528259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4241541028022766},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31419312953948975},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.29286542534828186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7045581340789795},{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.5739473104476929},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5213169455528259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4241541028022766},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31419312953948975},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.29286542534828186}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3486462","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3486462","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c2940756f7a24966927d5ed641e3dab4","is_oa":true,"landing_page_url":"https://doaj.org/article/c2940756f7a24966927d5ed641e3dab4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 167072-167087 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3486462","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3486462","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2029470356","https://openalex.org/W2065584379","https://openalex.org/W2100486461","https://openalex.org/W2139565456","https://openalex.org/W2166731089","https://openalex.org/W2766955736","https://openalex.org/W2783033852","https://openalex.org/W2788346622","https://openalex.org/W2792144656","https://openalex.org/W2797672282","https://openalex.org/W2800226301","https://openalex.org/W2801494564","https://openalex.org/W2802855132","https://openalex.org/W2912009511","https://openalex.org/W2926558230","https://openalex.org/W2961231993","https://openalex.org/W2964104998","https://openalex.org/W2982692510","https://openalex.org/W2989591782","https://openalex.org/W3001004670","https://openalex.org/W3011131534","https://openalex.org/W3033013607","https://openalex.org/W3044766287","https://openalex.org/W3047536849","https://openalex.org/W3093367107","https://openalex.org/W3094117827","https://openalex.org/W3103469006","https://openalex.org/W3127290723","https://openalex.org/W3132358446","https://openalex.org/W3133990116","https://openalex.org/W3134340954","https://openalex.org/W3134585127","https://openalex.org/W3164828995","https://openalex.org/W3173117104","https://openalex.org/W3191442433","https://openalex.org/W3194419036","https://openalex.org/W4210343783","https://openalex.org/W4281483860","https://openalex.org/W4285816411","https://openalex.org/W4319996419","https://openalex.org/W4362578996","https://openalex.org/W4385188297","https://openalex.org/W4386776484","https://openalex.org/W4390738590","https://openalex.org/W4390768213"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W4321369474","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":{"This":[0],"research":[1],"addresses":[2],"the":[3,11,52,58,115,120],"imperative":[4],"need":[5],"for":[6,10,33],"advanced":[7],"detection":[8],"mechanisms":[9],"identification":[12],"of":[13,54,122],"phishing":[14,41,77,104,140],"websites.":[15,91],"For":[16],"this":[17],"purpose,":[18],"we":[19],"explore":[20],"state-of-the-art":[21],"machine":[22],"learning,":[23,25,129],"ensemble":[24,93,128],"and":[26,36,46,66,72,109],"deep":[27,124],"learning":[28,94,125],"algorithms.":[29],"Cybersecurity":[30],"is":[31,83],"essential":[32],"protecting":[34],"data":[35],"networks":[37],"from":[38],"threats.":[39],"Detecting":[40],"websites":[42],"helps":[43],"prevent":[44],"fraud":[45],"safeguard":[47],"personal":[48],"information.":[49],"To":[50],"evaluate":[51],"efficacy":[53],"our":[55],"proposed":[56,81],"method,":[57],"top":[59],"features":[60],"using":[61,85],"information":[62],"gain,":[63],"gain":[64],"ratio,":[65],"PCA":[67],"are":[68],"used":[69],"to":[70,138],"predict":[71],"identify":[73],"a":[74,86,111],"website":[75],"as":[76],"or":[78],"non-phishing.":[79],"The":[80,92,117],"system":[82],"trained":[84],"dataset":[87],"that":[88],"covers":[89],"11,055":[90],"model":[95],"applied":[96],"achieved":[97],"an":[98],"impressive":[99],"99%":[100],"accuracy":[101,134],"in":[102,114],"predicting":[103],"websites,":[105],"surpassing":[106],"previous":[107],"models,":[108],"setting":[110],"new":[112],"benchmark":[113],"field.":[116],"findings":[118],"highlight":[119],"effectiveness":[121],"combining":[123],"architectures":[126],"with":[127],"offering":[130],"not":[131],"only":[132],"improved":[133],"but":[135],"also":[136],"adaptability":[137],"emerging":[139],"techniques.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-09T07:52:08.696243","created_date":"2025-10-10T00:00:00"}
