{"id":"https://openalex.org/W4406354902","doi":"https://doi.org/10.1109/ictc62082.2024.10826640","title":"Privacy-Preserving Phishing Detection in HTML Code Using Split Learning","display_name":"Privacy-Preserving Phishing Detection in HTML Code Using Split Learning","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406354902","doi":"https://doi.org/10.1109/ictc62082.2024.10826640"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10826640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5048745055","display_name":"Jung In Kim","orcid":"https://orcid.org/0000-0003-0583-0348"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungin Kim","raw_affiliation_strings":["Hanyang University,Applied Artificial Intelligence, Major in Bio-Artificial Intelligence,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University,Applied Artificial Intelligence, Major in Bio-Artificial Intelligence,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085829694","display_name":"Yushin Kim","orcid":"https://orcid.org/0000-0003-0978-3657"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yushin Kim","raw_affiliation_strings":["Intelligence Hanyang University,Computer Science &#x0026; Engineering, Major in Bio-Anificial,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligence Hanyang University,Computer Science &#x0026; Engineering, Major in Bio-Anificial,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004575157","display_name":"Sejong \u00adLee","orcid":"https://orcid.org/0000-0001-9021-7008"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sejong Lee","raw_affiliation_strings":["Intelligence Hanyang University,Computer Science &#x0026; Engineering, Major in Bio-Anificial,Seoul,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligence Hanyang University,Computer Science &#x0026; Engineering, Major in Bio-Anificial,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024545505","display_name":"Sunghyun Cho","orcid":"https://orcid.org/0000-0002-1847-6088"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunghyun Cho","raw_affiliation_strings":["Science Hanyang University, ERICA,Dept. of Computer,Ansan,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science Hanyang University, ERICA,Dept. of Computer,Ansan,Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":1.0449,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80628342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9988999962806702,"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":0.9988999962806702,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9711999893188477,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9617000222206116,"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":0.822808027267456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7504711151123047},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5123878121376038},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.49624091386795044},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44329163432121277},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43471765518188477},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.20038080215454102},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1251888871192932}],"concepts":[{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.822808027267456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7504711151123047},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5123878121376038},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.49624091386795044},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44329163432121277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43471765518188477},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.20038080215454102},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1251888871192932},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10826640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3107794213","https://openalex.org/W3113075730","https://openalex.org/W3165229798","https://openalex.org/W4211101590","https://openalex.org/W4285335404","https://openalex.org/W4319996419","https://openalex.org/W4388208278","https://openalex.org/W6794959624"],"related_works":["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","https://openalex.org/W3139248031","https://openalex.org/W3042334625"],"abstract_inverted_index":{"Split":[0],"learning":[1,5,16,37,60,90,115,135],"is":[2],"a":[3,58],"distributed":[4],"technique":[6],"that":[7,112],"enables":[8],"multiple":[9],"data":[10,73],"owners":[11],"to":[12,64,120],"collaboratively":[13],"train":[14],"deep":[15],"models":[17],"without":[18],"sharing":[19],"their":[20],"raw":[21],"data,":[22],"thereby":[23],"pre-serving":[24],"privacy":[25,74],"and":[26,75,105,126,139],"reducing":[27],"computational":[28,77],"burdens.":[29],"This":[30],"study":[31],"investigates":[32],"the":[33,39,66,84,87,113,131],"application":[34],"of":[35,41,68,86,133],"split":[36,59,89,114,134],"in":[38,136],"domain":[40],"phishing":[42,69],"detection":[43,67],"using":[44],"HyperText":[45],"Mark-up":[46],"Language":[47],"(HTML)":[48],"code":[49],"analysis.":[50],"By":[51],"integrating":[52],"large":[53],"language":[54],"model":[55,91,116],"(LLM)":[56],"within":[57],"framework,":[61],"we":[62],"aim":[63],"enhance":[65],"attempts":[70],"while":[71],"maintaining":[72],"optimizing":[76],"resources.":[78],"We":[79],"conducted":[80],"extensive":[81],"experiments":[82],"comparing":[83],"performance":[85],"LLM":[88],"with":[92,98],"traditional":[93],"centralized":[94,121],"models,":[95,122],"assessing":[96],"scenarios":[97],"biased":[99],"client":[100,103],"sampling,":[101],"varying":[102],"numbers,":[104],"pre-trained":[106],"server":[107],"models.":[108],"The":[109],"results":[110],"indicate":[111],"achieves":[117],"comparable":[118],"accuracy":[119],"demonstrating":[123],"its":[124],"robustness":[125],"efficiency.":[127],"Our":[128],"findings":[129],"underscore":[130],"potential":[132],"developing":[137],"privacy-preserving":[138],"computationally":[140],"efficient":[141],"anti-phishing":[142],"systems.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
