{"id":"https://openalex.org/W4385893285","doi":"https://doi.org/10.1109/sera57763.2023.10197758","title":"Phishy? Detecting Phishing Emails Using ML and NLP","display_name":"Phishy? Detecting Phishing Emails Using ML and NLP","publication_year":2023,"publication_date":"2023-05-23","ids":{"openalex":"https://openalex.org/W4385893285","doi":"https://doi.org/10.1109/sera57763.2023.10197758"},"language":"en","primary_location":{"id":"doi:10.1109/sera57763.2023.10197758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera57763.2023.10197758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","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/A5101931098","display_name":"Md. Fazle Rabbi","orcid":"https://orcid.org/0000-0002-6599-7660"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Fazle Rabbi","raw_affiliation_strings":["Idaho State University,Department of Computer Science,USA","Department of Computer Science, Idaho State University, USA"],"affiliations":[{"raw_affiliation_string":"Idaho State University,Department of Computer Science,USA","institution_ids":["https://openalex.org/I106969075"]},{"raw_affiliation_string":"Department of Computer Science, Idaho State University, USA","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063766551","display_name":"Arifa Islam Champa","orcid":"https://orcid.org/0009-0004-2126-6251"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arifa I. Champa","raw_affiliation_strings":["Idaho State University,Department of Computer Science,USA","Department of Computer Science, Idaho State University, USA"],"affiliations":[{"raw_affiliation_string":"Idaho State University,Department of Computer Science,USA","institution_ids":["https://openalex.org/I106969075"]},{"raw_affiliation_string":"Department of Computer Science, Idaho State University, USA","institution_ids":["https://openalex.org/I106969075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087091309","display_name":"Minhaz F. Zibran","orcid":"https://orcid.org/0009-0004-5353-5030"},"institutions":[{"id":"https://openalex.org/I106969075","display_name":"Idaho State University","ror":"https://ror.org/0162z8b04","country_code":"US","type":"education","lineage":["https://openalex.org/I106969075"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minhaz F. Zibran","raw_affiliation_strings":["Idaho State University,Department of Computer Science,USA","Department of Computer Science, Idaho State University, USA"],"affiliations":[{"raw_affiliation_string":"Idaho State University,Department of Computer Science,USA","institution_ids":["https://openalex.org/I106969075"]},{"raw_affiliation_string":"Department of Computer Science, Idaho State University, USA","institution_ids":["https://openalex.org/I106969075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101931098"],"corresponding_institution_ids":["https://openalex.org/I106969075"],"apc_list":null,"apc_paid":null,"fwci":4.5889,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.95174282,"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":"77","last_page":"83"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9929999709129333,"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":0.9407387971878052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8125836849212646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6236072182655334},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5497100353240967},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.527016282081604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.408990740776062},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3941645324230194},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3227487802505493},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.20796221494674683}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.9407387971878052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8125836849212646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6236072182655334},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5497100353240967},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.527016282081604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.408990740776062},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3941645324230194},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3227487802505493},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.20796221494674683},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera57763.2023.10197758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera57763.2023.10197758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1603920809","https://openalex.org/W2099606292","https://openalex.org/W2101919228","https://openalex.org/W2400516519","https://openalex.org/W2400661890","https://openalex.org/W2733078680","https://openalex.org/W2755914852","https://openalex.org/W2775630524","https://openalex.org/W2810414047","https://openalex.org/W2886486953","https://openalex.org/W2943750364","https://openalex.org/W2968485626","https://openalex.org/W2994155906","https://openalex.org/W2996829976","https://openalex.org/W3003474246","https://openalex.org/W3008556495","https://openalex.org/W3193502068","https://openalex.org/W3195968964","https://openalex.org/W3214332509","https://openalex.org/W4205143667","https://openalex.org/W4213145421","https://openalex.org/W4234971943","https://openalex.org/W4283723941","https://openalex.org/W4283750846","https://openalex.org/W4385532511","https://openalex.org/W6675580205","https://openalex.org/W6855370261"],"related_works":["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","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"Phishing":[0],"emails,":[1,8],"a":[2,25],"type":[3],"of":[4,44],"cyberattack":[5],"using":[6],"fake":[7],"are":[9,77],"difficult":[10],"to":[11,14],"recognize":[12],"due":[13],"sophisticated":[15],"techniques":[16,83],"employed":[17],"by":[18],"attackers.":[19],"In":[20],"this":[21,75],"paper,":[22],"we":[23],"use":[24],"natural":[26],"language":[27],"processing":[28],"(NLP)":[29],"and":[30,70,86],"machine":[31],"learning":[32],"(ML)":[33],"based":[34],"approach":[35,62],"for":[36,49,84],"detecting":[37],"phishing":[38,64,88],"emails.":[39],"We":[40],"compare":[41],"the":[42,50],"efficacy":[43],"six":[45],"different":[46],"ML":[47],"algorithms":[48],"purpose.":[51],"An":[52],"empirical":[53],"evaluation":[54],"on":[55],"two":[56],"public":[57],"datasets":[58],"demonstrates":[59],"that":[60],"our":[61],"detects":[63],"emails":[65],"with":[66],"high":[67],"accuracy,":[68],"precision,":[69],"recall.":[71],"The":[72],"findings":[73],"from":[74],"work":[76],"useful":[78],"in":[79],"devising":[80],"more":[81],"efficient":[82],"recognizing":[85],"preventing":[87],"attacks.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
