{"id":"https://openalex.org/W4409156263","doi":"https://doi.org/10.1109/trustcom63139.2024.00234","title":"DMPA: A Compact and Effective Pipeline for Detecting Multiple Phishing Attacks","display_name":"DMPA: A Compact and Effective Pipeline for Detecting Multiple Phishing Attacks","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4409156263","doi":"https://doi.org/10.1109/trustcom63139.2024.00234"},"language":"en","primary_location":{"id":"doi:10.1109/trustcom63139.2024.00234","is_oa":false,"landing_page_url":"https://doi.org/10.1109/trustcom63139.2024.00234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)","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/A5077777960","display_name":"Xiaodong Huang","orcid":"https://orcid.org/0000-0002-7953-750X"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Huang","raw_affiliation_strings":["South China Normal University,School of Artificial Intelligence,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Normal University,School of Artificial Intelligence,Guangzhou,China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042057177","display_name":"Gangliang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangliang Li","raw_affiliation_strings":["South China Normal University,School of Artificial Intelligence,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Normal University,School of Artificial Intelligence,Guangzhou,China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116309483","display_name":"Chengfeng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengfeng Chen","raw_affiliation_strings":["South China Normal University,School of Artificial Intelligence,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Normal University,School of Artificial Intelligence,Guangzhou,China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091307985","display_name":"Shouqiang Liu","orcid":"https://orcid.org/0000-0002-2795-0685"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouqiang Liu","raw_affiliation_strings":["South China Normal University,School of Artificial Intelligence,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South China Normal University,School of Artificial Intelligence,Guangzhou,China","institution_ids":["https://openalex.org/I187400657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43991297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1701","last_page":"1708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9384999871253967,"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/phishing","display_name":"Phishing","score":0.783002495765686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6959956288337708},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6010297536849976},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.583925724029541},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3552098870277405},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2326814830303192},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2127639651298523},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08939337730407715}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.783002495765686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6959956288337708},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6010297536849976},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.583925724029541},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3552098870277405},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2326814830303192},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2127639651298523},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08939337730407715}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/trustcom63139.2024.00234","is_oa":false,"landing_page_url":"https://doi.org/10.1109/trustcom63139.2024.00234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2028223155","https://openalex.org/W2525596522","https://openalex.org/W2625935159","https://openalex.org/W2740721704","https://openalex.org/W2890718808","https://openalex.org/W2954224168","https://openalex.org/W2968485626","https://openalex.org/W3192723439","https://openalex.org/W4213081600","https://openalex.org/W4283021922","https://openalex.org/W4307545368","https://openalex.org/W4313588323","https://openalex.org/W4381741171","https://openalex.org/W4388379719","https://openalex.org/W6768021236"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W2921723332","https://openalex.org/W4391093354","https://openalex.org/W2482950156","https://openalex.org/W4396966040","https://openalex.org/W2305322260"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"deep":[3],"learning":[4],"has":[5],"significantly":[6,159],"advanced":[7],"the":[8,30,98,112,132,161,165,174],"field":[9],"of":[10,23,35,64,90,107,116,123,167],"phishing":[11,27,91],"defense,":[12],"but":[13],"most":[14],"methods":[15],"are":[16],"typically":[17],"effective":[18],"only":[19],"against":[20,131],"specific":[21],"types":[22,89],"attacks,":[24],"such":[25],"as":[26],"emails.":[28],"Additionally,":[29,170],"large":[31,105],"and":[32,82,114,127],"complex":[33],"nature":[34],"these":[36,49],"models":[37,148],"often":[38],"makes":[39],"them":[40],"difficult":[41],"to":[42,78,97,110,184],"integrate":[43,185],"efficiently":[44],"into":[45,177,186],"devices.":[46,187],"To":[47],"address":[48],"issues,":[50],"we":[51,102,171],"propose":[52],"a":[53,65,74,104,121,178],"pipeline":[54],"for":[55],"Detecting":[56],"Multiple":[57],"Phishing":[58],"Attacks":[59],"(DMPA)":[60],"that":[61,141,156],"combines":[62],"fine-tuning":[63,76],"pretrained":[66],"model":[67,176],"with":[68],"adversarial":[69,85,108,157],"training.":[70],"We":[71,119],"first":[72],"apply":[73],"unique":[75],"strategy":[77],"optimize":[79],"resource":[80],"usage,":[81],"then":[83],"employ":[84],"training":[86,158],"across":[87],"multiple":[88],"text":[92],"attacks.":[93],"By":[94],"introducing":[95],"perturbations":[96],"model\u2019s":[99,162],"embedding":[100],"vectors,":[101],"generate":[103],"number":[106],"examples":[109],"enhance":[111],"accuracy":[113],"robustness":[115],"our":[117,129,142,168],"model.":[118],"constructed":[120],"dataset":[122],"100K":[124],"high-quality":[125],"samples":[126],"compared":[128],"method":[130,143],"latest":[133],"approaches":[134],"from":[135],"various":[136],"aspects.":[137],"The":[138,188],"results":[139],"show":[140],"surpasses":[144],"all":[145],"existing":[146],"state-of-the-art":[147],"in":[149],"overall":[150],"performance.":[151],"Ablation":[152],"experiments":[153],"further":[154],"demonstrate":[155],"improves":[160],"performance,":[163],"confirming":[164],"effectiveness":[166],"approach.":[169],"have":[172],"packaged":[173],"trained":[175],"complete":[179],"pipeline,":[180],"making":[181],"it":[182],"easier":[183],"code":[189],"is":[190],"made":[191],"available":[192],"at":[193],"https://github.com/donghuang-cyber/PHISHINGDENFESE/tree/main":[194]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
