{"id":"https://openalex.org/W2998490657","doi":"https://doi.org/10.1109/sa47457.2019.8938036","title":"Scam Detection Assistant: Automated Protection from Scammers","display_name":"Scam Detection Assistant: Automated Protection from Scammers","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2998490657","doi":"https://doi.org/10.1109/sa47457.2019.8938036","mag":"2998490657"},"language":"en","primary_location":{"id":"doi:10.1109/sa47457.2019.8938036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sa47457.2019.8938036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 First International Conference on Societal Automation (SA)","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/A5001218073","display_name":"Myeongsoo Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Myeongsoo Kim","raw_affiliation_strings":["Kookmin University"],"affiliations":[{"raw_affiliation_string":"Kookmin University","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029751139","display_name":"Song Changheon","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changheon Song","raw_affiliation_strings":["Seoul National University"],"affiliations":[{"raw_affiliation_string":"Seoul National University","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070319282","display_name":"Kim Hyeji","orcid":null},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeji Kim","raw_affiliation_strings":["Kookmin University"],"affiliations":[{"raw_affiliation_string":"Kookmin University","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020156525","display_name":"Park Deahyun","orcid":null},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deahyun Park","raw_affiliation_strings":["Kookmin University"],"affiliations":[{"raw_affiliation_string":"Kookmin University","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016769692","display_name":"Yeeji Kwon","orcid":null},"institutions":[{"id":"https://openalex.org/I98600543","display_name":"Seoul Women's University","ror":"https://ror.org/04b2fhx54","country_code":"KR","type":"education","lineage":["https://openalex.org/I98600543"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeeji Kwon","raw_affiliation_strings":["Seoul Women\u2019s University","Seoul Women's University"],"affiliations":[{"raw_affiliation_string":"Seoul Women\u2019s University","institution_ids":["https://openalex.org/I98600543"]},{"raw_affiliation_string":"Seoul Women's University","institution_ids":["https://openalex.org/I98600543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001295957","display_name":"Namkung Eun","orcid":null},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eun Namkung","raw_affiliation_strings":["Kookmin University"],"affiliations":[{"raw_affiliation_string":"Kookmin University","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037855756","display_name":"Ian G. Harris","orcid":"https://orcid.org/0000-0003-3244-6528"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian G. Harris","raw_affiliation_strings":["University of California Irvine"],"affiliations":[{"raw_affiliation_string":"University of California Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083085128","display_name":"Marcel Carlsson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcel Carlsson","raw_affiliation_strings":["Lootcore"],"affiliations":[{"raw_affiliation_string":"Lootcore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5001218073"],"corresponding_institution_ids":["https://openalex.org/I110273157"],"apc_list":null,"apc_paid":null,"fwci":1.761,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89352401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"8"},"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":0.9979000091552734,"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":0.9969000220298767,"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":0.8777698278427124},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.748982310295105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7473770976066589},{"id":"https://openalex.org/keywords/social-engineering","display_name":"Social engineering (security)","score":0.636526346206665},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6162416338920593},{"id":"https://openalex.org/keywords/header","display_name":"Header","score":0.6006987690925598},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.581567645072937},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.4564812183380127},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45054495334625244},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.44035667181015015},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.41723066568374634},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1754854917526245},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09828203916549683}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.8777698278427124},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.748982310295105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7473770976066589},{"id":"https://openalex.org/C70118762","wikidata":"https://www.wikidata.org/wiki/Q376934","display_name":"Social engineering (security)","level":2,"score":0.636526346206665},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6162416338920593},{"id":"https://openalex.org/C48105269","wikidata":"https://www.wikidata.org/wiki/Q1141160","display_name":"Header","level":2,"score":0.6006987690925598},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.581567645072937},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.4564812183380127},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45054495334625244},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.44035667181015015},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.41723066568374634},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1754854917526245},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09828203916549683},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sa47457.2019.8938036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sa47457.2019.8938036","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 First International Conference on Societal Automation (SA)","raw_type":"proceedings-article"},{"id":"mag:3087184557","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002243238885427","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W322950079","https://openalex.org/W606780114","https://openalex.org/W1442570287","https://openalex.org/W1545244370","https://openalex.org/W1603920809","https://openalex.org/W1956559956","https://openalex.org/W2031922755","https://openalex.org/W2037563419","https://openalex.org/W2053626416","https://openalex.org/W2053774863","https://openalex.org/W2058219110","https://openalex.org/W2079694534","https://openalex.org/W2093002133","https://openalex.org/W2123442489","https://openalex.org/W2131726681","https://openalex.org/W2396938716","https://openalex.org/W2514696089","https://openalex.org/W2614295172","https://openalex.org/W2752373508"],"related_works":["https://openalex.org/W2944809083","https://openalex.org/W3159552247","https://openalex.org/W4229025036","https://openalex.org/W2737752763","https://openalex.org/W2765340726","https://openalex.org/W2572193563","https://openalex.org/W4283826021","https://openalex.org/W2595760708","https://openalex.org/W3080514658","https://openalex.org/W4389544999"],"abstract_inverted_index":{"Scams,":[0],"also":[1],"known":[2],"as":[3,31],"social":[4,86],"engineering":[5,87],"attacks,":[6],"are":[7,55,83],"an":[8,27,46],"extremely":[9],"common":[10],"and":[11,128,179],"dangerous":[12],"threat":[13],"today.":[14],"Scams":[15],"typically":[16],"result":[17],"in":[18,95,146],"financial":[19],"loss":[20],"by":[21],"convincing":[22,35],"a":[23,67,189],"victim":[24],"to":[25,37,48,78,120,135,155,167,186],"perform":[26],"ill-advised":[28],"action":[29],"such":[30],"sending":[32],"money,":[33],"or":[34,61],"him":[36],"provide":[38],"private":[39],"information.":[40],"In":[41],"this":[42],"paper":[43],"we":[44],"present":[45,66],"approach":[47,165],"detect":[49,79,156,168],"scams,":[50,106],"focusing":[51],"on":[52,101,113,141,160],"scams":[53,99,169],"which":[54,74,82,182],"conveyed":[56],"in-person,":[57],"over":[58],"the":[59,96,102,114,121,142,147,153],"phone,":[60],"via":[62],"text/chat":[63],"message.":[64],"We":[65],"tool":[68],"called":[69],"Scam":[70],"Detection":[71],"Assistant":[72],"(SDA)":[73],"analyzes":[75],"attack":[76,123,172],"content":[77,154,161],"inappropriate":[80],"statements":[81],"indicative":[84],"of":[85,92,98,104,116,152],"attacks.":[88],"A":[89],"great":[90],"deal":[91],"previous":[93,136],"research":[94],"detection":[97,103],"focuses":[100,140],"email":[105,122],"phishing":[107],"emails.":[108],"Previous":[109],"work":[110,137],"relies":[111],"heavily":[112],"analysis":[115,151,162],"various":[117],"metadata":[118],"specific":[119],"vector,":[124],"including":[125,174],"header":[126],"information":[127],"URL":[129],"links.":[130],"SDA":[131],"is":[132],"novel":[133],"compared":[134],"because":[138],"it":[139],"natural":[143],"language":[144],"contained":[145],"attack,":[148],"performing":[149],"semantic":[150],"malicious":[157],"intent.":[158],"Focusing":[159],"makes":[163],"our":[164],"applicable":[166],"using":[170,188],"non-email":[171],"vectors,":[173],"texting":[175],"applications,":[176,178],"chat":[177],"phone/in-person":[180],"attacks":[181],"have":[183],"been":[184],"converted":[185],"text":[187],"speech-to-text":[190],"application.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
