{"id":"https://openalex.org/W4399801037","doi":"https://doi.org/10.1109/ichms59971.2024.10555737","title":"A Human-AI Interaction Dashboard for Detecting Potentially Malicious Emails","display_name":"A Human-AI Interaction Dashboard for Detecting Potentially Malicious Emails","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4399801037","doi":"https://doi.org/10.1109/ichms59971.2024.10555737"},"language":"en","primary_location":{"id":"doi:10.1109/ichms59971.2024.10555737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms59971.2024.10555737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","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/A5089045473","display_name":"Jaturong Kongmanee","orcid":"https://orcid.org/0009-0003-6153-7960"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jaturong Kongmanee","raw_affiliation_strings":["University of Toronto,Department of Mechanical & Industrial Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto,Department of Mechanical & Industrial Engineering,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072249188","display_name":"Mu-Huan Chung","orcid":"https://orcid.org/0000-0002-9826-2142"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mu-Huan Miles Chung","raw_affiliation_strings":["University of Toronto,Department of Mechanical & Industrial Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto,Department of Mechanical & Industrial Engineering,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104331164","display_name":"April Luna","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"April Luna","raw_affiliation_strings":["University of Toronto,Department of Mechanical & Industrial Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto,Department of Mechanical & Industrial Engineering,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102600132","display_name":"Lisa Zhan","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lisa Zhan","raw_affiliation_strings":["University of Toronto,Department of Mechanical & Industrial Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto,Department of Mechanical & Industrial Engineering,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048261136","display_name":"Khilan Jerath","orcid":"https://orcid.org/0000-0003-0518-4227"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khilan Jerath","raw_affiliation_strings":["Sun Life Financial Inc"],"affiliations":[{"raw_affiliation_string":"Sun Life Financial Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077865999","display_name":"Abhay Raman","orcid":"https://orcid.org/0000-0002-4193-1464"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhay Raman","raw_affiliation_strings":["Sun Life Financial Inc"],"affiliations":[{"raw_affiliation_string":"Sun Life Financial Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039024869","display_name":"Mark Chignell","orcid":"https://orcid.org/0000-0001-8120-6905"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mark H. Chignell","raw_affiliation_strings":["University of Toronto,Department of Mechanical & Industrial Engineering,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto,Department of Mechanical & Industrial Engineering,Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5089045473"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63789171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9922999739646912,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9842000007629395,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.7539775371551514},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7271336913108826},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.45797109603881836},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4373520016670227},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4180469214916229},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3885566294193268},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.24201121926307678}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.7539775371551514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7271336913108826},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.45797109603881836},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4373520016670227},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4180469214916229},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3885566294193268},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.24201121926307678}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichms59971.2024.10555737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms59971.2024.10555737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","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":27,"referenced_works":["https://openalex.org/W44775132","https://openalex.org/W1501005121","https://openalex.org/W1977513037","https://openalex.org/W2003238113","https://openalex.org/W2030553727","https://openalex.org/W2049214202","https://openalex.org/W2055452728","https://openalex.org/W2122646361","https://openalex.org/W2146388339","https://openalex.org/W2158997610","https://openalex.org/W2163803148","https://openalex.org/W2347157794","https://openalex.org/W2794079986","https://openalex.org/W2920827662","https://openalex.org/W2933302606","https://openalex.org/W2934399013","https://openalex.org/W3111000109","https://openalex.org/W3156222574","https://openalex.org/W3156281513","https://openalex.org/W3211672407","https://openalex.org/W4285498951","https://openalex.org/W4323207639","https://openalex.org/W4384807646","https://openalex.org/W6601832452","https://openalex.org/W6686604339","https://openalex.org/W6761265859","https://openalex.org/W6855094751"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2607236244","https://openalex.org/W2382083831","https://openalex.org/W4239369595","https://openalex.org/W2169792944","https://openalex.org/W3048913176","https://openalex.org/W4386891374","https://openalex.org/W4292603292","https://openalex.org/W2048767857","https://openalex.org/W2808637346"],"abstract_inverted_index":{"While":[0],"considerable":[1],"effort":[2],"has":[3],"been":[4],"expended":[5],"on":[6,51,84],"cybersecurity":[7],"methods":[8],"for":[9,19,61,160],"strengthening":[10],"firewalls,":[11],"emails":[12,38],"and":[13,35,101,118,194,203],"compromised":[14],"accounts":[15],"represent":[16],"key":[17],"vulnerabilities":[18],"many":[20,44],"organizations":[21],"that":[22,57,95,122,144,164],"can\u2019t":[23],"be":[24],"addressed":[25],"solely":[26],"through":[27],"firewall":[28],"defences.":[29],"Thus,":[30],"the":[31,74,131,142,161,166,182],"detection":[32],"of":[33,76,79,110,112,130,141,150,212,216],"anomalous,":[34],"possibly":[36],"malicious,":[37],"is":[39],"a":[40,91,147,157,217],"major":[41],"concern":[42],"in":[43,99,172,181],"organizations.":[45],"In":[46],"this":[47],"paper":[48],"we":[49,58,86,190],"report":[50,83],"interactive":[52],"machine":[53],"learning":[54,70],"(iML)":[55],"models":[56,66],"have":[59,87,146],"developed":[60,192],"detecting":[62],"anomalous":[63],"emails.":[64,105,153],"These":[65],"utilize":[67],"an":[68,119,127,195],"active":[69],"approach":[71,107],"to":[72,89,115,125,200],"improve":[73],"efficiency":[75],"expert":[77],"labelling":[78,100,162,175,219],"instances.":[80],"We":[81,154],"also":[82],"work":[85],"done":[88],"develop":[90],"more":[92],"comprehensive":[93],"dashboard":[94,208],"will":[96],"assist":[97],"analysts":[98,124,168],"investigating":[102],"potentially":[103],"malicious":[104,152],"Our":[106],"takes":[108],"advantage":[109],"analyses":[111],"email":[113,132],"text":[114,213],"create":[116],"visualizations,":[117],"associated":[120],"workflow,":[121],"allow":[123],"get":[126],"organized":[128],"overview":[129],"space.":[133],"Analysts":[134],"can":[135],"then":[136,191],"drill":[137],"down":[138],"into":[139],"regions":[140],"space":[143],"may":[145],"higher":[148],"probability":[149],"containing":[151],"initially":[155],"used":[156],"simple":[158],"interface":[159,198],"task":[163],"gave":[165],"human":[167],"relatively":[169],"little":[170],"support":[171,201],"making":[173],"their":[174],"decisions.":[176],"Guided":[177],"by":[178],"results":[179],"reported":[180],"research":[183],"literature,":[184],"plus":[185],"our":[186],"own":[187],"requirements":[188],"analyses,":[189],"visualizations":[193],"enhanced":[196],"user":[197],"designed":[199],"efficient":[202],"effective":[204],"iML.":[205],"The":[206],"resulting":[207],"uses":[209],"visual":[210],"summaries":[211],"as":[214],"part":[215],"multi-step":[218],"process.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}