{"id":"https://openalex.org/W4290996052","doi":"https://doi.org/10.1145/3542954.3542967","title":"Phishing Website Detection using Deep Learning","display_name":"Phishing Website Detection using Deep Learning","publication_year":2022,"publication_date":"2022-03-10","ids":{"openalex":"https://openalex.org/W4290996052","doi":"https://doi.org/10.1145/3542954.3542967"},"language":"en","primary_location":{"id":"doi:10.1145/3542954.3542967","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542954.3542967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing Advancements","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/A5007490484","display_name":"Md. Abu Ashraf Siddiq","orcid":null},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Abu Ashraf Siddiq","raw_affiliation_strings":["Bangladesh University of Engineering and Technology (BUET), Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering and Technology (BUET), Bangladesh","institution_ids":["https://openalex.org/I183697816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012117790","display_name":"Mohammad Arifuzzaman","orcid":"https://orcid.org/0000-0002-1280-5813"},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammad Arifuzzaman","raw_affiliation_strings":["East West University, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University, Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101678454","display_name":"Mazharul Islam","orcid":"https://orcid.org/0000-0002-8269-4231"},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"M. S. Islam","raw_affiliation_strings":["Bangladesh University of Engineering and Technology (BUET), Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering and Technology (BUET), Bangladesh","institution_ids":["https://openalex.org/I183697816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007490484"],"corresponding_institution_ids":["https://openalex.org/I183697816"],"apc_list":null,"apc_paid":null,"fwci":5.1016,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95702772,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"88"},"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":0.9955999851226807,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.9634166955947876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7675200700759888},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.6925696730613708},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6293262243270874},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6206274628639221},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.5542989373207092},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4861869215965271},{"id":"https://openalex.org/keywords/cybercrime","display_name":"Cybercrime","score":0.4765646755695343},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47016093134880066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41396409273147583},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34495076537132263},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3440133333206177}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.9634166955947876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7675200700759888},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.6925696730613708},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6293262243270874},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6206274628639221},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.5542989373207092},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4861869215965271},{"id":"https://openalex.org/C2779390178","wikidata":"https://www.wikidata.org/wiki/Q29137","display_name":"Cybercrime","level":3,"score":0.4765646755695343},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47016093134880066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41396409273147583},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34495076537132263},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3440133333206177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3542954.3542967","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542954.3542967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing Advancements","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":6,"referenced_works":["https://openalex.org/W2909737018","https://openalex.org/W2948344613","https://openalex.org/W3005121675","https://openalex.org/W3022651159","https://openalex.org/W3127293625","https://openalex.org/W3198932021"],"related_works":["https://openalex.org/W3201228709","https://openalex.org/W2922354075","https://openalex.org/W4389157351","https://openalex.org/W2338899373","https://openalex.org/W4232561318","https://openalex.org/W3202245533","https://openalex.org/W4253977752","https://openalex.org/W4252285266","https://openalex.org/W2942879794","https://openalex.org/W2964829536"],"abstract_inverted_index":{"Phishing":[0,53,65],"attack":[1],"is":[2,42,54],"a":[3,19,85,97,130],"type":[4],"of":[5,56,135],"cyber-attack":[6],"where":[7],"attacker":[8],"sends":[9],"fraudulent":[10],"(spoofed,":[11],"fake":[12],"or":[13,27,29],"deceptive)":[14],"messages":[15],"designed":[16],"to":[17,22,30,72,76,105],"lure":[18],"human":[20],"victim":[21,75],"give":[23],"away":[24],"personal":[25],"information":[26],"credentials":[28],"deploy":[31],"malicious":[32],"software":[33],"in":[34],"victim's":[35],"infrastructure":[36],"like":[37],"ransomware.":[38],"As":[39],"Internet":[40],"usage":[41],"increasing":[43],"day":[44,46],"by":[45,62],"so":[47],"are":[48,82],"the":[49,57,63,70],"cyber-crimes":[50],"and":[51,119],"scams.":[52],"one":[55],"latest":[58],"sophisticated":[59],"techniques":[60],"used":[61,129],"scammers.":[64],"website":[66],"detection":[67],"can":[68],"help":[69],"users":[71],"avoid":[73],"falling":[74],"these":[77],"attacks.":[78],"Although":[79],"phishing":[80,107],"websites":[81],"disguised":[83],"as":[84],"legitimate":[86],"one,":[87],"fortunately":[88],"they":[89],"have":[90,95,110,128],"some":[91],"identifiable":[92],"features.":[93],"We":[94,109,127],"proposed":[96],"supervised":[98],"learning":[99,103,139],"approach":[100],"using":[101,114],"deep":[102],"algorithms":[104],"detect":[106],"websites.":[108],"achieved":[111,120],"94.8%":[112],"accuracy":[113,122],"standard":[115],"neural":[116],"network":[117],"model":[118],"93.6%":[121],"with":[123],"CNN":[124],"(Conv2D)":[125],"model.":[126],"dataset":[131],"downloaded":[132],"from":[133],"University":[134],"California,":[136],"Irvine":[137],"machine":[138],"repository.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}