{"id":"https://openalex.org/W4404032407","doi":"https://doi.org/10.1109/icccnt61001.2024.10725561","title":"Malicious URL Detection: Comparative Study of Machine Learning Algorithms","display_name":"Malicious URL Detection: Comparative Study of Machine Learning Algorithms","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032407","doi":"https://doi.org/10.1109/icccnt61001.2024.10725561"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725561","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5106345083","display_name":"Thadakaluru Jaswanthi","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thadakaluru Jaswanthi","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080771415","display_name":"Talluri Harshitha","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Talluri Harshitha","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106345082","display_name":"Simhadri Tanya","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Simhadri Tanya","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009873216","display_name":"Meena Belwal","orcid":"https://orcid.org/0000-0002-9141-6815"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Meena Belwal","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.0449,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79030749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9797000288963318,"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":0.9797000288963318,"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":0.9793000221252441,"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":0.9089000225067139,"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/computer-science","display_name":"Computer science","score":0.7891266345977783},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3801007866859436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3664137125015259},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32954174280166626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7891266345977783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3801007866859436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3664137125015259},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32954174280166626}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725561","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th 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/W1582036582","https://openalex.org/W2588813228","https://openalex.org/W2760895777","https://openalex.org/W2972832672","https://openalex.org/W3022651159","https://openalex.org/W3128457420","https://openalex.org/W3154618681","https://openalex.org/W3173978539","https://openalex.org/W3198713703","https://openalex.org/W3207060140","https://openalex.org/W4200406780","https://openalex.org/W4205862130","https://openalex.org/W4223438241","https://openalex.org/W4293054900","https://openalex.org/W4312775392","https://openalex.org/W4312846447","https://openalex.org/W4313289400","https://openalex.org/W4318710975","https://openalex.org/W4387490115","https://openalex.org/W4388937324","https://openalex.org/W4389429017","https://openalex.org/W4390025740"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Malicious":[0],"URLs":[1,41,112],"can":[2],"be":[3],"detected":[4],"by":[5],"leveraging":[6],"lexical":[7],"analysis":[8],"and":[9,21,29,58,66,93,113,130],"machine":[10,105],"learning,":[11],"where":[12],"the":[13,17,30,37,48,60,76,88,109,133,139,147],"parsed":[14],"components":[15],"of":[16,32,39,52,63,75,90,111,137,157],"URL":[18,27],"are":[19,101,114],"parsed,":[20],"its":[22],"features":[23],"include":[24],"domain":[25],"reputation,":[26],"length,":[28],"presence":[31],"suspicious":[33],"characters.":[34],"Research":[35,119],"on":[36,83,116],"detection":[38,156],"malicious":[40,158],"suffers":[42],"challenges":[43,86],"in":[44,98,154],"keeping":[45],"pace":[46],"with":[47,87,149],"changing":[49],"structural":[50],"landscape":[51],"URLs.":[53],"Adaptation":[54],"to":[55,70],"dynamic":[56],"patterns":[57],"addressing":[59,84],"technical":[61],"issues":[62],"efficient":[64],"processing":[65],"scalability":[67],"become":[68],"important":[69],"stay":[71],"one":[72],"step":[73],"ahead":[74],"evolving":[77],"threat":[78],"landscape.":[79],"This":[80],"paper":[81],"concentrates":[82],"these":[85],"integration":[89],"Machine":[91],"Learning":[92],"Lexical":[94],"Analysis.":[95],"Features":[96],"extracted":[97],"this":[99],"process":[100],"then":[102],"fed":[103],"into":[104],"learning":[106],"algorithms":[107],"for":[108],"classification":[110],"tested":[115],"unseen":[117],"data.":[118],"performance":[120],"is":[121],"measured":[122],"using":[123],"several":[124],"metrics":[125],"including":[126],"Precision,":[127],"Recall,":[128],"F1-score":[129],"Accuracy":[131],"during":[132],"Model":[134],"evaluation.":[135],"Out":[136],"all":[138],"models":[140],"experimented,":[141],"Extra":[142],"Trees":[143],"classifier":[144],"stands":[145],"out":[146],"best":[148],"92%":[150],"accuracy,":[151],"showing":[152],"effectiveness":[153],"accurate":[155],"URL\u2019s.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
