{"id":"https://openalex.org/W3198713703","doi":"https://doi.org/10.1109/coins51742.2021.9524269","title":"Malicious URL Detection using Logistic Regression","display_name":"Malicious URL Detection using Logistic Regression","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W3198713703","doi":"https://doi.org/10.1109/coins51742.2021.9524269","mag":"3198713703"},"language":"en","primary_location":{"id":"doi:10.1109/coins51742.2021.9524269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coins51742.2021.9524269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS)","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/A5054140338","display_name":"Ch. Rupa","orcid":"https://orcid.org/0000-0002-7162-8909"},"institutions":[{"id":"https://openalex.org/I116891498","display_name":"Siddhartha Medical College","ror":"https://ror.org/058pt1w78","country_code":"IN","type":"education","lineage":["https://openalex.org/I116891498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rupa Chiramdasu","raw_affiliation_strings":["VR Siddhartha Engineering College,Department of Computer Science,Vijayawada,India,520007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VR Siddhartha Engineering College,Department of Computer Science,Vijayawada,India,520007","institution_ids":["https://openalex.org/I116891498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041541232","display_name":"Gautam Srivastava","orcid":"https://orcid.org/0000-0001-9851-4103"},"institutions":[{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gautam Srivastava","raw_affiliation_strings":["Brandon University,Department of Mathematics and Computer Science,Manitoba,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brandon University,Department of Mathematics and Computer Science,Manitoba,Canada","institution_ids":["https://openalex.org/I48890080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089469340","display_name":"Sweta Bhattacharya","orcid":"https://orcid.org/0000-0002-6082-164X"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sweta Bhattacharya","raw_affiliation_strings":["Vellore Institute of Technology,School of Information Technology,Vellore,India","School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Information Technology,Vellore,India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064982530","display_name":"Praveen Kumar Reddy Maddikunta","orcid":"https://orcid.org/0000-0003-4209-2495"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kumar Reddy","raw_affiliation_strings":["Vellore Institute of Technology,School of Information Technology,Vellore,India","School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Information Technology,Vellore,India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041854978","display_name":"Thippa Reddy Gadekallu","orcid":"https://orcid.org/0000-0003-0097-801X"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thippa Reddy Gadekallu","raw_affiliation_strings":["Vellore Institute of Technology,School of Information Technology,Vellore,India","School of Information Technology, Vellore Institute of Technology, Vellore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology,School of Information Technology,Vellore,India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Information Technology, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.8426084518432617},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6888158321380615},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4970751106739044},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4967041611671448},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.45815786719322205},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4422363340854645},{"id":"https://openalex.org/keywords/web-application-security","display_name":"Web application security","score":0.42861804366111755},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36492741107940674},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33814501762390137},{"id":"https://openalex.org/keywords/web-development","display_name":"Web development","score":0.133063405752182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8426084518432617},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6888158321380615},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4970751106739044},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4967041611671448},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.45815786719322205},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4422363340854645},{"id":"https://openalex.org/C59241245","wikidata":"https://www.wikidata.org/wiki/Q4781497","display_name":"Web application security","level":4,"score":0.42861804366111755},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36492741107940674},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33814501762390137},{"id":"https://openalex.org/C79373723","wikidata":"https://www.wikidata.org/wiki/Q386275","display_name":"Web development","level":3,"score":0.133063405752182},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coins51742.2021.9524269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coins51742.2021.9524269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS)","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":62,"referenced_works":["https://openalex.org/W1571608866","https://openalex.org/W2553660799","https://openalex.org/W2890718808","https://openalex.org/W2899992227","https://openalex.org/W2909737018","https://openalex.org/W2917931843","https://openalex.org/W2943828307","https://openalex.org/W2964286948","https://openalex.org/W2971850687","https://openalex.org/W2989766846","https://openalex.org/W2995359555","https://openalex.org/W2996599509","https://openalex.org/W2998979401","https://openalex.org/W3005100276","https://openalex.org/W3008495003","https://openalex.org/W3010081751","https://openalex.org/W3011249019","https://openalex.org/W3011474295","https://openalex.org/W3014935876","https://openalex.org/W3023514002","https://openalex.org/W3025360836","https://openalex.org/W3036426855","https://openalex.org/W3038175633","https://openalex.org/W3044869198","https://openalex.org/W3045041297","https://openalex.org/W3046489877","https://openalex.org/W3048560307","https://openalex.org/W3091870957","https://openalex.org/W3100864661","https://openalex.org/W3106847142","https://openalex.org/W3113014457","https://openalex.org/W3114024232","https://openalex.org/W3118329104","https://openalex.org/W3119047776","https://openalex.org/W3126529034","https://openalex.org/W3127281569","https://openalex.org/W3129632634","https://openalex.org/W3131930370","https://openalex.org/W3134794921","https://openalex.org/W3135191333","https://openalex.org/W3135263454","https://openalex.org/W3137108924","https://openalex.org/W3144041569","https://openalex.org/W3158639405","https://openalex.org/W3164063730","https://openalex.org/W3164919539","https://openalex.org/W3167262495","https://openalex.org/W3170330193","https://openalex.org/W3171918319","https://openalex.org/W3184550865","https://openalex.org/W3216787544","https://openalex.org/W4238922943","https://openalex.org/W4287264924","https://openalex.org/W6634234121","https://openalex.org/W6776285447","https://openalex.org/W6785362136","https://openalex.org/W6790716247","https://openalex.org/W6790781405","https://openalex.org/W6791397504","https://openalex.org/W6795303258","https://openalex.org/W6796986242","https://openalex.org/W6803973793"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W3152891574","https://openalex.org/W4316881845","https://openalex.org/W2975527072"],"abstract_inverted_index":{"One":[0],"of":[1,24,66,143],"the":[2,7,10,41,79,113,144],"major":[3],"challenges":[4],"faced":[5],"by":[6],"Internet":[8],"in":[9,112],"present":[11,80],"day":[12],"is":[13,69,87,99,115,128],"to":[14,32,47,53,70,89,104],"deal":[15],"with":[16,50],"achieving":[17],"web":[18,55],"security":[19],"from":[20,93,117],"ever-rising":[21],"diverse":[22],"types":[23],"threats.":[25],"Machine":[26],"learning":[27,84],"algorithms":[28],"offer":[29],"promising":[30],"techniques":[31,52],"detect":[33,105],"malicious":[34,58,91,106,133],"websites":[35],"performing":[36],"unethical":[37],"anonymous":[38],"activities":[39],"on":[40],"Internet.":[42],"Attackers":[43],"have":[44],"been":[45],"found":[46],"continuously":[48],"evolve":[49],"updated":[51],"attack":[54],"users":[56,92],"using":[57,101],"Uniform":[59],"Resource":[60],"Locators":[61],"(URLs).":[62],"The":[63,108],"main":[64],"objective":[65],"such":[67],"attacks":[68],"gain":[71],"financial":[72],"benefits":[73],"through":[74],"acquiring":[75],"personal":[76],"information.":[77],"In":[78],"research,":[81],"a":[82],"machine":[83],"(ML)-based":[85],"approach":[86],"proposed":[88,145],"identify":[90],"URL":[94,134],"data.":[95],"An":[96],"ML":[97],"model":[98],"implemented":[100],"Logistic":[102],"Regression":[103],"URLs.":[107],"data":[109],"set":[110],"used":[111],"study":[114],"collected":[116],"well-known":[118],"sources":[119],"like":[120],"PhishTank,":[121],"Kaggle.com,":[122],"and":[123,136],"Github.com.":[124],"Our":[125],"novel":[126],"framework":[127],"further":[129],"evaluated":[130],"against":[131],"traditional":[132],"models":[135],"our":[137],"results":[138],"highlight":[139],"positive":[140],"steps":[141],"forward":[142],"approach.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
