{"id":"https://openalex.org/W3094521121","doi":"https://doi.org/10.1109/icccnt49239.2020.9225561","title":"Detection of Phishing Websites by Using Machine Learning-Based URL Analysis","display_name":"Detection of Phishing Websites by Using Machine Learning-Based URL Analysis","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3094521121","doi":"https://doi.org/10.1109/icccnt49239.2020.9225561","mag":"3094521121"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt49239.2020.9225561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5003281238","display_name":"Mehmet Korkmaz","orcid":"https://orcid.org/0000-0002-4046-3910"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mehmet Korkmaz","raw_affiliation_strings":["Yildiz Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Yildiz Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074737067","display_name":"\u00d6zg\u00fcr Koray \u015eahing\u00f6z","orcid":"https://orcid.org/0000-0002-1588-8220"},"institutions":[{"id":"https://openalex.org/I197185219","display_name":"Istanbul K\u00fclt\u00fcr University","ror":"https://ror.org/05jvrwv37","country_code":"TR","type":"education","lineage":["https://openalex.org/I197185219"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozgur Koray Sahingoz","raw_affiliation_strings":["Istanbul Kultur University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Kultur University, Istanbul, Turkey","institution_ids":["https://openalex.org/I197185219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103076443","display_name":"Banu Diri","orcid":"https://orcid.org/0000-0002-4052-0049"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Banu Diri","raw_affiliation_strings":["Yildiz Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Yildiz Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003281238"],"corresponding_institution_ids":["https://openalex.org/I4101805"],"apc_list":null,"apc_paid":null,"fwci":13.347,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.98775546,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9975000023841858,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.9080137610435486},{"id":"https://openalex.org/keywords/blacklist","display_name":"Blacklist","score":0.8589776754379272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8049943447113037},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.6303901076316833},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5594487190246582},{"id":"https://openalex.org/keywords/credit-card","display_name":"Credit card","score":0.5588269233703613},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.5135860443115234},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48954281210899353},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.44311651587486267},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4423438310623169},{"id":"https://openalex.org/keywords/firewall","display_name":"Firewall (physics)","score":0.4266241490840912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41390925645828247},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33499959111213684}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.9080137610435486},{"id":"https://openalex.org/C2781345505","wikidata":"https://www.wikidata.org/wiki/Q2535979","display_name":"Blacklist","level":2,"score":0.8589776754379272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049943447113037},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.6303901076316833},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5594487190246582},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.5588269233703613},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.5135860443115234},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48954281210899353},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44311651587486267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4423438310623169},{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.4266241490840912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41390925645828247},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33499959111213684},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C124017977","wikidata":"https://www.wikidata.org/wiki/Q11412","display_name":"Gravitation","level":2,"score":0.0},{"id":"https://openalex.org/C115304011","wikidata":"https://www.wikidata.org/wiki/Q72755","display_name":"Schwarzschild radius","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt49239.2020.9225561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt49239.2020.9225561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2023973750","https://openalex.org/W2028223155","https://openalex.org/W2029470356","https://openalex.org/W2072981546","https://openalex.org/W2096762731","https://openalex.org/W2100486461","https://openalex.org/W2110952687","https://openalex.org/W2139565456","https://openalex.org/W2361517492","https://openalex.org/W2418966180","https://openalex.org/W2766955736","https://openalex.org/W2771035496","https://openalex.org/W2779627157","https://openalex.org/W2782171552","https://openalex.org/W2783033852","https://openalex.org/W2788346622","https://openalex.org/W2792144656","https://openalex.org/W2797672282","https://openalex.org/W2801494564","https://openalex.org/W2803090662","https://openalex.org/W2914968227","https://openalex.org/W2944669302"],"related_works":["https://openalex.org/W2794575345","https://openalex.org/W2779627157","https://openalex.org/W2334141798","https://openalex.org/W4375830807","https://openalex.org/W3200671490","https://openalex.org/W3046058513","https://openalex.org/W4313492216","https://openalex.org/W4387790435","https://openalex.org/W2183312460","https://openalex.org/W2731458439"],"abstract_inverted_index":{"In":[0,125,154],"recent":[1],"years,":[2],"with":[3,73,182,197],"the":[4,22,39,43,55,62,65,115,126,136,151,172,180,190],"increasing":[5],"use":[6,137],"of":[7,42,54,64,138],"mobile":[8],"devices,":[9],"there":[10],"is":[11,104,129],"a":[12,105,118,159,198],"growing":[13],"trend":[14],"to":[15,21,38,70,87,144,170,178],"move":[16],"almost":[17],"all":[18],"real-world":[19],"operations":[20],"cyberworld.":[23],"Although":[24],"this":[25,155],"makes":[26],"easy":[27],"our":[28],"daily":[29],"lives,":[30],"it":[31,128],"also":[32],"brings":[33],"many":[34,109],"security":[35],"breaches":[36],"due":[37,143],"anonymous":[40],"structure":[41],"Internet.":[44],"Used":[45],"antivirus":[46],"programs":[47],"and":[48,108,174],"firewall":[49],"systems":[50],"can":[51],"prevent":[52],"most":[53],"attacks.":[56,153],"However,":[57],"experienced":[58],"attackers":[59],"target":[60],"on":[61,135],"weakness":[63],"computer":[66],"users":[67],"by":[68,165],"trying":[69],"phish":[71],"them":[72],"bogus":[74],"webpages.":[75],"These":[76],"pages":[77],"imitate":[78],"some":[79,89],"popular":[80],"banking,":[81],"social":[82],"media,":[83],"e-commerce,":[84],"etc.":[85,101,124],"sites":[86],"steal":[88],"sensitive":[90],"information":[91],"such":[92],"as,":[93],"user-ids,":[94],"passwords,":[95],"bank":[96],"account,":[97],"credit":[98],"card":[99],"numbers,":[100],"Phishing":[102],"detection":[103,142,163],"challenging":[106],"problem,":[107],"different":[110,168,176],"solutions":[111],"are":[112],"proposed":[113,158,191],"in":[114],"market":[116],"as":[117],"blacklist,":[119],"rule-based":[120],"detection,":[121,123],"anomaly-based":[122],"literature,":[127],"seen":[130],"that":[131,189],"current":[132],"works":[133],"tend":[134],"machine":[139,160],"learning-based":[140,161],"anomaly":[141],"its":[145],"dynamic":[146],"structure,":[147],"especially":[148],"for":[149],"catching":[150],"\u201czero-day\u201d":[152],"paper,":[156],"we":[157],"phishing":[162],"system":[164],"using":[166],"eight":[167],"algorithms":[169],"analyze":[171],"URLs,":[173],"three":[175],"datasets":[177],"compare":[179],"results":[181,187],"other":[183],"works.":[184],"The":[185],"experimental":[186],"depict":[188],"models":[192],"have":[193],"an":[194],"outstanding":[195],"performance":[196],"success":[199],"rate.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":10}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}
