{"id":"https://openalex.org/W4387542674","doi":"https://doi.org/10.1109/roedunet60162.2023.10274915","title":"An Email Classification Framework for Phishing Detection in Virtualized Network Environments","display_name":"An Email Classification Framework for Phishing Detection in Virtualized Network Environments","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4387542674","doi":"https://doi.org/10.1109/roedunet60162.2023.10274915"},"language":"en","primary_location":{"id":"doi:10.1109/roedunet60162.2023.10274915","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/roedunet60162.2023.10274915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 22nd RoEduNet Conference: Networking in Education and Research (RoEduNet)","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/A5041234499","display_name":"Andrei-Daniel Tudosi","orcid":"https://orcid.org/0000-0003-2273-0293"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Andrei-Daniel Tudosi","raw_affiliation_strings":["Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011108814","display_name":"Adrian Graur","orcid":null},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adrian Graur","raw_affiliation_strings":["Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076677110","display_name":"Doru Balan","orcid":"https://orcid.org/0000-0002-1039-9794"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Doru Gabriel Balan","raw_affiliation_strings":["Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063706598","display_name":"Alin Dan Potorac","orcid":"https://orcid.org/0000-0002-2051-4717"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alin Dan Potorac","raw_affiliation_strings":["Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stefan cel Mare University of Suceava,Department of Computers, Electronics and Automation,Suceava,Romania","institution_ids":["https://openalex.org/I12012874"]},{"raw_affiliation_string":"Department of Computers, Electronics and Automation, Stefan cel Mare University of Suceava, Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12012874"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9977999925613403,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9976000189781189,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8833460211753845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7440222501754761},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4285741150379181},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42313745617866516},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.42271339893341064},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29592686891555786},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.21753501892089844}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.8833460211753845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440222501754761},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4285741150379181},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42313745617866516},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42271339893341064},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29592686891555786},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.21753501892089844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/roedunet60162.2023.10274915","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/roedunet60162.2023.10274915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 22nd RoEduNet Conference: Networking in Education and Research (RoEduNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W298402441","https://openalex.org/W2783783766","https://openalex.org/W2807505930","https://openalex.org/W3198932021","https://openalex.org/W4206056716","https://openalex.org/W4210312870","https://openalex.org/W4229453347","https://openalex.org/W4245538015","https://openalex.org/W4281857328","https://openalex.org/W4316660225"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W2921723332","https://openalex.org/W2482950156","https://openalex.org/W4396966040","https://openalex.org/W2305322260","https://openalex.org/W3139248031","https://openalex.org/W3042334625"],"abstract_inverted_index":{"Phishing":[0],"attacks":[1],"pose":[2],"a":[3,24,37,75,117],"significant":[4],"threat":[5],"to":[6,17,54,139,174],"network":[7,34,90,159,189],"security,":[8],"and":[9,12,61,86,109,181],"effective":[10],"detection":[11,31],"mitigation":[13],"techniques":[14],"are":[15],"crucial":[16],"safeguarding":[18],"sensitive":[19],"information.":[20],"This":[21],"paper":[22,101],"presents":[23],"novel":[25],"email":[26,80,184],"classification":[27],"framework":[28,45,73,108],"for":[29,153],"phishing":[30,67,141],"in":[32,116,127,187],"virtualized":[33,158,188],"environments":[35],"with":[36],"specific":[38],"emphasis":[39],"on":[40],"distributed":[41,76,118,178],"firewall":[42,77,119,137,179],"architectures.":[43],"The":[44,97,148],"leverages":[46],"the":[47,50,56,72,79,93,103,107,124,133,175,183],"power":[48],"of":[49,59,106,113,135,165,177],"Naive":[51],"Bayes":[52],"classifier":[53],"analyze":[55],"preprocessed":[57],"text":[58],"emails":[60,142],"accurately":[62,128],"classify":[63],"them":[64],"as":[65],"either":[66],"or":[68],"legitimate.":[69],"By":[70],"integrating":[71],"into":[74,156],"setup,":[78],"traffic":[81],"can":[82],"be":[83],"dynamically":[84],"controlled":[85],"filtered":[87],"at":[88],"multiple":[89],"points,":[91],"enhancing":[92],"overall":[94],"security":[95,166,185],"posture.":[96],"script":[98],"accompanying":[99],"this":[100,171],"demonstrates":[102],"practical":[104],"implementation":[105],"provides":[110],"an":[111,162],"example":[112],"its":[114],"usage":[115],"setup.":[120],"Experimental":[121],"results":[122],"showcase":[123],"framework\u2019s":[125,149],"effectiveness":[126],"classifying":[129],"emails,":[130],"thereby":[131],"enabling":[132],"deployment":[134],"appropriate":[136],"rules":[138],"block":[140],"from":[143],"reaching":[144],"their":[145],"intended":[146],"recipients.":[147],"modular":[150],"design":[151],"allows":[152],"easy":[154],"integration":[155],"existing":[157],"architectures,":[160],"providing":[161],"additional":[163],"layer":[164],"against":[167],"email-based":[168],"threats.":[169],"Overall,":[170],"research":[172],"contributes":[173],"advancement":[176],"technologies":[180],"strengthens":[182],"infrastructure":[186],"environments.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
