{"id":"https://openalex.org/W3180077975","doi":"https://doi.org/10.1109/cybersa52016.2021.9478237","title":"Fishing out the Phishing Websites","display_name":"Fishing out the Phishing Websites","publication_year":2021,"publication_date":"2021-06-14","ids":{"openalex":"https://openalex.org/W3180077975","doi":"https://doi.org/10.1109/cybersa52016.2021.9478237","mag":"3180077975"},"language":"en","primary_location":{"id":"doi:10.1109/cybersa52016.2021.9478237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersa52016.2021.9478237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA)","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/A5067480252","display_name":"Peya Mowar","orcid":"https://orcid.org/0000-0002-9921-6754"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Peya Mowar","raw_affiliation_strings":["Delhi Technological University, Delhi, India"],"affiliations":[{"raw_affiliation_string":"Delhi Technological University, Delhi, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064693175","display_name":"Mini Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mini Jain","raw_affiliation_strings":["Delhi Technological University, Delhi, India"],"affiliations":[{"raw_affiliation_string":"Delhi Technological University, Delhi, India","institution_ids":["https://openalex.org/I863896202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067480252"],"corresponding_institution_ids":["https://openalex.org/I863896202"],"apc_list":null,"apc_paid":null,"fwci":1.9279,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88581274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9898999929428101,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9858999848365784,"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/phishing","display_name":"Phishing","score":0.9657626748085022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7760456800460815},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6499881148338318},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5964756011962891},{"id":"https://openalex.org/keywords/password","display_name":"Password","score":0.4920777678489685},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.4805634319782257},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4596085548400879},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4472436308860779},{"id":"https://openalex.org/keywords/cybercrime","display_name":"Cybercrime","score":0.42632508277893066},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4238562285900116},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4138012230396271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3941793441772461},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39266884326934814},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2878503203392029}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.9657626748085022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7760456800460815},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6499881148338318},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5964756011962891},{"id":"https://openalex.org/C109297577","wikidata":"https://www.wikidata.org/wiki/Q161157","display_name":"Password","level":2,"score":0.4920777678489685},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.4805634319782257},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4596085548400879},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4472436308860779},{"id":"https://openalex.org/C2779390178","wikidata":"https://www.wikidata.org/wiki/Q29137","display_name":"Cybercrime","level":3,"score":0.42632508277893066},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4238562285900116},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4138012230396271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3941793441772461},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39266884326934814},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2878503203392029}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cybersa52016.2021.9478237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersa52016.2021.9478237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W24863754","https://openalex.org/W178883471","https://openalex.org/W1136330450","https://openalex.org/W1147066959","https://openalex.org/W1582036582","https://openalex.org/W1930835045","https://openalex.org/W1956181181","https://openalex.org/W1985920648","https://openalex.org/W1986752958","https://openalex.org/W2011899237","https://openalex.org/W2025997216","https://openalex.org/W2080676019","https://openalex.org/W2106963089","https://openalex.org/W2139565456","https://openalex.org/W2156852385","https://openalex.org/W2245533262","https://openalex.org/W2334141798","https://openalex.org/W2548815713","https://openalex.org/W2567869469","https://openalex.org/W2783674026","https://openalex.org/W2801494564","https://openalex.org/W2893831071","https://openalex.org/W2965757007","https://openalex.org/W2966564453","https://openalex.org/W3086769011","https://openalex.org/W4211089080","https://openalex.org/W4243933999","https://openalex.org/W6601016221","https://openalex.org/W6607397046","https://openalex.org/W6632653372","https://openalex.org/W6640284647","https://openalex.org/W6640822353","https://openalex.org/W6703024891","https://openalex.org/W6808255070"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W4316657892"],"abstract_inverted_index":{"Phishing":[0,26],"is":[1,78],"a":[2,50,63,100],"cybercrime":[3],"in":[4],"which":[5,81,89],"deceitful":[6],"websites":[7,27,47,77],"lure":[8],"naive":[9],"users":[10],"and":[11,58,75],"trick":[12],"them":[13],"into":[14,65],"disclosing":[15],"confidential":[16],"information,":[17],"such":[18,30,45,118],"as":[19,119],"social":[20],"media":[21],"passwords":[22],"or":[23],"financial":[24],"data.":[25],"are":[28,85,133],"crafted":[29],"that":[31,53],"they":[32],"superficially":[33],"appear":[34],"similar":[35],"to":[36,43],"popular":[37],"legitimate":[38,76],"websites.":[39],"This":[40],"paper":[41],"aims":[42],"detect":[44,108],"phishing":[46,74,110],"by":[48],"proposing":[49],"novel":[51],"classifier":[52,106],"takes":[54],"lexical-based,":[55],"script-based,":[56],"rule-based,":[57],"address-based":[59],"features":[60,117],"extracted":[61],"from":[62],"website":[64],"account.":[66],"A":[67],"large-scale":[68],"balanced":[69],"dataset":[70],"of":[71,88,103,125],"38,800":[72],"active":[73],"created,":[79],"on":[80],"tree-based":[82],"ensemble":[83],"classifiers":[84],"trained,":[86],"out":[87],"the":[90,97,130],"XGBoost":[91],"(eXtreme":[92],"Gradient":[93],"Boosting)":[94],"model":[95,128],"performs":[96],"best":[98],"with":[99],"testing":[101],"accuracy":[102],"99.6%.":[104],"The":[105],"can":[107],"zero-day":[109],"attacks":[111],"without":[112],"requiring":[113],"any":[114],"third-":[115],"party":[116],"page":[120],"rank.":[121],"Several":[122],"other":[123],"benefits":[124],"using":[126],"this":[127],"over":[129],"state-of-the-art":[131],"techniques":[132],"discussed.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2025-12-05T23:21:25.405358","created_date":"2025-10-10T00:00:00"}
